Introduction

Materials and methods

Materials

We are working with a dataset about Breast Cancer that we have obtained from kaggle website

This is the dataset we are working with:

patient_id education education_type id_healthcenter id_treatment_region hereditary_history birth_date age weight thickness_tumor marital_status marital_length pregnency_experience giving_birth age_FirstGivingBirth age_first_birth abortion blood blood_type taking_heartMedicine taking_blood_pressure_medicine taking_gallbladder_disease_medicine smoking alcohol breast_pain radiation_history Birth_control menstrual_age Menstrual_Age menopausal_age Menopausal_Age Benign_malignant_cancer type_cancer condition treatment_age
111036008041 4 Diploma 1.11e+09 1.11e+09 1 1989 30 69 0.90 1 0 0 0 0 under 30 0 4 B+ 0 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 30
111035996130 6 Bachelor 1.11e+09 1.11e+09 0 1989 30 71 0.80 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 1 0 0 0 2 above 12 0 not yet 0 Benign death 30
111035971333 5 Associate 1.11e+09 1.11e+09 0 1989 30 74 0.90 1 0 0 0 0 under 30 1 4 B+ 1 1 0 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 30
111036018485 5 Associate 1.11e+09 1.11e+09 1 1989 30 75 0.70 1 1 1 3 1 above 30 0 2 AB+ 1 1 1 1 0 0 0 0 2 above 12 0 not yet 0 Benign death 30
111035985474 1 Elementary 1.11e+09 1.11e+09 0 2009 10 70 0.25 0 0 0 0 0 under 30 0 7 O- 0 0 0 0 0 0 0 0 0 not yet 0 not yet 0 Benign death 10
111035903616 3 High School 1.11e+09 1.11e+09 1 1989 30 79 0.70 0 0 0 0 0 under 30 0 6 O+ 1 1 1 0 1 1 1 1 1 under 12 0 not yet 1 Malignant death 30
111036003507 4 Diploma 1.11e+09 1.11e+09 1 1990 29 96 0.10 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 29
111036026259 5 Associate 1.11e+09 1.11e+09 0 1990 29 75 0.80 0 0 0 0 0 under 30 0 0 A+ 0 1 1 0 1 0 0 0 2 above 12 0 not yet 0 Benign death 29
111035938594 4 Diploma 1.11e+09 1.11e+09 1 1990 29 89 0.70 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 29
111035951032 4 Diploma 1.11e+09 1.11e+09 0 1990 29 89 0.90 1 1 1 1 1 above 30 1 4 B+ 1 1 0 0 0 0 0 0 2 above 12 0 not yet 1 Malignant death 29
111035930284 7 Master 1.11e+09 1.11e+09 1 1990 29 96 0.50 0 0 0 0 0 under 30 0 4 B+ 0 1 1 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 29
111035957470 5 Associate 1.11e+09 1.11e+09 1 1990 29 75 0.10 1 1 1 2 0 under 30 0 2 AB+ 1 1 0 0 1 0 0 0 2 above 12 0 not yet 0 Benign death 29
111035917150 0 Illiterate 1.11e+09 1.11e+09 1 1994 25 86 0.96 0 0 0 0 0 under 30 0 4 B+ 0 1 1 1 0 0 0 0 1 under 12 0 not yet 1 Malignant death 25
111035916597 5 Associate 1.11e+09 1.11e+09 1 1990 29 83 0.90 1 1 0 3 0 under 30 0 0 A+ 0 1 1 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 29
111035934044 4 Diploma 1.11e+09 1.11e+09 1 1990 29 89 0.90 0 0 1 1 0 under 30 1 4 B+ 1 0 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 29
111035987582 4 Diploma 1.11e+09 1.11e+09 1 1983 36 78 0.80 1 1 1 2 1 above 30 1 0 A+ 0 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 36
111035908792 0 Illiterate 1.11e+09 1.11e+09 1 2017 2 89 0.70 1 1 1 1 1 above 30 1 1 A- 1 1 1 0 0 0 0 0 0 not yet 0 not yet 1 Malignant death 2
111035916841 6 Bachelor 1.11e+09 1.11e+09 0 2018 1 15 0.70 0 0 0 0 0 under 30 1 2 AB+ 1 1 1 0 0 1 1 0 0 not yet 0 not yet 0 Benign death 1
111035923095 1 Elementary 1.11e+09 1.11e+09 1 2008 11 76 0.50 0 0 0 0 0 under 30 0 0 A+ 0 1 0 0 0 1 1 0 0 not yet 0 not yet 1 Malignant death 11
111035928627 2 Middle School 1.11e+09 1.11e+09 1 1990 29 75 0.70 1 0 1 2 1 above 30 1 0 A+ 0 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 29
111035898207 6 Bachelor 1.11e+09 1.11e+09 0 1991 28 76 0.60 0 1 0 0 0 under 30 1 4 B+ 1 1 1 1 1 0 0 0 1 under 12 0 not yet 0 Benign death 28
111035993394 6 Bachelor 1.11e+09 1.11e+09 1 1991 28 79 0.60 1 1 1 2 1 above 30 0 4 B+ 0 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 28
111035951181 4 Diploma 1.11e+09 1.11e+09 1 1990 29 71 0.50 1 1 1 1 1 above 30 0 0 A+ 1 1 1 0 1 1 1 1 2 above 12 0 not yet 1 Malignant death 29
111036024262 2 Middle School 1.11e+09 1.11e+09 1 1990 29 96 0.50 0 0 0 0 0 under 30 1 0 A+ 1 0 1 1 1 0 0 0 2 above 12 0 not yet 1 Malignant death 29
111035936717 4 Diploma 1.11e+09 1.11e+09 1 1991 28 86 0.90 1 1 1 2 1 above 30 1 6 O+ 0 1 1 0 1 1 1 0 2 above 12 0 not yet 0 Benign death 28
111035961830 5 Associate 1.11e+09 1.11e+09 0 1991 28 76 0.20 1 1 1 1 1 above 30 1 3 AB- 0 0 0 1 0 1 1 1 2 above 12 0 not yet 1 Malignant death 28
111036015325 4 Diploma 1.11e+09 1.11e+09 0 1994 25 89 0.70 0 0 0 2 1 above 30 0 1 A- 1 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 25
111035982851 6 Bachelor 1.11e+09 1.11e+09 1 1992 27 89 0.60 1 1 1 1 0 under 30 0 1 A- 1 1 0 1 0 1 1 0 2 above 12 0 not yet 1 Malignant death 27
111035968842 4 Diploma 1.11e+09 1.11e+09 0 1992 27 76 0.50 1 0 1 1 1 above 30 1 0 A+ 1 1 0 0 1 0 0 1 2 above 12 0 not yet 0 Benign death 27
111036014288 4 Diploma 1.11e+09 1.11e+09 1 1992 27 70 0.40 0 0 0 0 0 under 30 0 4 B+ 1 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 27
111035902233 4 Diploma 1.11e+09 1.11e+09 1 1992 27 79 0.90 0 0 0 0 0 under 30 0 1 A- 0 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 27
111036009381 7 Master 1.11e+09 1.11e+09 0 1992 27 96 0.70 1 0 1 1 1 above 30 0 4 B+ 0 1 1 1 0 0 0 0 1 under 12 0 not yet 1 Malignant death 27
111035895969 6 Bachelor 1.11e+09 1.11e+09 1 1992 27 85 0.20 0 0 0 0 0 under 30 0 1 A- 1 0 0 1 1 1 1 1 2 above 12 0 not yet 1 Malignant death 27
111035903832 4 Diploma 1.11e+09 1.11e+09 1 1993 26 65 0.80 1 1 1 1 1 above 30 1 0 A+ 1 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 26
111035991633 4 Diploma 1.11e+09 1.11e+09 0 1993 26 74 0.10 0 0 0 0 0 under 30 0 1 A- 1 1 1 1 0 0 0 0 2 above 12 0 not yet 1 Malignant death 26
111035903425 4 Diploma 1.11e+09 1.11e+09 1 1993 26 85 0.20 1 0 1 1 1 above 30 1 4 B+ 0 1 0 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 26
111035987171 5 Associate 1.11e+09 1.11e+09 0 1993 26 96 0.30 1 0 1 1 1 above 30 0 2 AB+ 0 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 26
111035970007 4 Diploma 1.11e+09 1.11e+09 1 1993 26 85 0.80 0 0 0 0 0 under 30 0 4 B+ 0 1 0 1 1 0 0 1 2 above 12 0 not yet 1 Malignant death 26
111036027033 4 Diploma 1.11e+09 1.11e+09 1 1993 26 74 0.40 0 0 0 0 0 under 30 0 0 A+ 1 1 1 1 1 0 0 0 2 above 12 0 not yet 1 Malignant death 26
111036017997 4 Diploma 1.11e+09 1.11e+09 0 1991 28 96 0.10 0 0 0 0 0 under 30 0 1 A- 0 1 0 1 1 1 1 0 1 under 12 0 not yet 1 Malignant death 28
111035957908 2 Middle School 1.11e+09 1.11e+09 1 1993 26 69 0.90 1 0 1 3 0 under 30 0 4 B+ 0 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 26
111035955276 5 Associate 1.11e+09 1.11e+09 1 1993 26 71 0.80 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 1 1 1 0 1 under 12 0 not yet 0 Benign death 26
111035993679 4 Diploma 1.11e+09 1.11e+09 0 1993 26 74 0.90 1 0 1 1 1 above 30 0 4 B+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 26
111035923260 6 Bachelor 1.11e+09 1.11e+09 1 1993 26 75 0.70 1 0 1 2 0 under 30 0 2 AB+ 1 1 1 1 0 1 1 1 1 under 12 0 not yet 0 Benign death 26
111036018921 4 Diploma 1.11e+09 1.11e+09 0 1993 26 76 0.80 1 0 1 1 1 above 30 0 2 AB+ 0 1 0 0 0 0 0 0 2 above 12 0 not yet 1 Malignant death 26
111035963436 5 Associate 1.11e+09 1.11e+09 1 1993 26 79 0.70 0 0 0 0 0 under 30 0 6 O+ 1 1 1 0 1 1 1 0 2 above 12 0 not yet 1 Malignant death 26
111036014750 2 Middle School 1.11e+09 1.11e+09 1 1993 26 96 0.10 0 0 0 0 0 under 30 0 0 A+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 26
111035974161 2 Middle School 1.11e+09 1.11e+09 0 2001 18 86 0.70 1 0 1 1 1 above 30 0 4 B+ 0 0 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 18
111035974839 2 Middle School 1.11e+09 1.11e+09 1 2001 18 76 0.80 0 0 0 0 0 under 30 0 2 AB+ 1 0 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 18
111035966588 2 Middle School 1.11e+09 1.11e+09 1 2001 18 84 0.90 0 0 0 0 0 under 30 0 7 O- 0 0 0 0 1 0 0 0 1 under 12 0 not yet 0 Benign death 18
111035991399 4 Diploma 1.11e+09 1.11e+09 1 1995 24 96 0.50 0 0 0 0 0 under 30 0 0 A+ 0 1 1 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 24
111036020688 4 Diploma 1.11e+09 1.11e+09 1 1995 24 75 0.10 1 0 1 2 1 above 30 1 2 AB+ 1 1 0 0 1 0 0 0 2 above 12 0 not yet 0 Benign death 24
111035963552 2 Middle School 1.11e+09 1.11e+09 0 2005 14 65 0.60 0 0 0 0 0 under 30 0 1 A- 0 1 1 1 1 0 1 1 1 under 12 0 not yet 1 Malignant death 14
111036024748 4 Diploma 1.11e+09 1.11e+09 0 1995 24 65 0.30 0 0 0 0 0 under 30 0 3 AB- 0 1 1 1 0 1 0 1 2 above 12 0 not yet 1 Malignant death 24
111035963293 2 Middle School 1.11e+09 1.11e+09 1 2005 14 74 0.30 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 0 1 0 2 above 12 0 not yet 1 Malignant death 14
111035897739 4 Diploma 1.11e+09 1.11e+09 0 1997 22 85 0.80 1 0 1 1 1 above 30 1 2 AB+ 1 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 22
111035962330 1 Elementary 1.11e+09 1.11e+09 1 2005 14 85 0.60 1 0 1 1 1 above 30 0 3 AB- 1 0 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 14
111035899196 4 Diploma 1.11e+09 1.11e+09 0 1997 22 85 0.80 1 0 1 1 1 above 30 0 2 AB+ 0 1 1 1 1 1 1 0 2 above 12 0 not yet 0 Benign death 22
111036015555 4 Diploma 1.11e+09 1.11e+09 1 1998 21 65 0.60 1 0 1 1 1 above 30 0 4 B+ 1 1 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant death 21
111035932724 6 Bachelor 1.11e+09 1.11e+09 0 1999 20 91 0.60 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 1 0 1 1 2 above 12 0 not yet 1 Malignant death 20
111036027744 4 Diploma 1.11e+09 1.11e+09 0 1971 48 75 0.90 1 1 1 1 1 above 30 0 4 B+ 1 0 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign death 48
111035980045 4 Diploma 1.11e+09 1.11e+09 1 2000 19 76 0.80 0 0 0 0 0 under 30 0 0 A+ 0 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 19
111036026156 3 High School 1.11e+09 1.11e+09 1 1984 35 86 0.70 1 1 1 2 1 above 30 0 4 B+ 1 1 1 1 0 0 1 0 1 under 12 0 not yet 1 Malignant death 35
111035951381 4 Diploma 1.11e+09 1.11e+09 0 1981 38 84 0.60 1 1 1 3 1 above 30 0 2 AB+ 1 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 38
111036022648 5 Associate 1.11e+09 1.11e+09 1 1979 40 87 0.80 0 0 0 0 0 under 30 0 0 A+ 0 0 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 40
111036000406 4 Diploma 1.11e+09 1.11e+09 1 1981 38 83 0.60 1 1 1 2 1 above 30 0 6 O+ 1 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 38
111035913262 6 Bachelor 1.11e+09 1.11e+09 0 1981 38 75 0.80 0 0 0 0 0 under 30 0 3 AB- 1 0 1 0 0 0 1 1 2 above 12 0 not yet 1 Malignant death 38
111035969938 5 Associate 1.11e+09 1.11e+09 1 1981 38 91 0.70 1 1 1 1 1 above 30 0 0 A+ 0 1 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 38
111035940932 6 Bachelor 1.11e+09 1.11e+09 0 1984 35 83 0.90 1 1 1 2 1 above 30 0 1 A- 1 0 1 1 1 0 1 1 1 under 12 0 not yet 1 Malignant death 35
111035960558 6 Bachelor 1.11e+09 1.11e+09 1 1977 42 86 0.70 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 42
111035922040 7 Master 1.11e+09 1.11e+09 0 1981 38 87 0.80 1 1 1 1 1 above 30 1 0 A+ 1 1 0 0 0 0 0 1 2 above 12 0 not yet 0 Benign death 38
111036024768 3 High School 1.11e+09 1.11e+09 1 1974 45 56 0.40 1 1 1 2 0 under 30 0 7 O- 1 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 45
111035948201 5 Associate 1.11e+09 1.11e+09 1 1979 40 65 0.70 1 1 1 1 1 above 30 0 0 A+ 1 0 1 1 1 1 0 0 1 under 12 0 not yet 0 Benign death 40
111035999240 6 Bachelor 1.11e+09 1.11e+09 1 1980 39 63 0.60 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 39
111035913612 4 Diploma 1.11e+09 1.11e+09 0 1981 38 12 0.70 1 1 1 2 1 above 30 0 2 AB+ 1 0 1 0 0 0 1 1 1 under 12 0 not yet 1 Malignant death 38
111036022495 4 Diploma 1.11e+09 1.11e+09 0 1958 61 63 0.80 1 1 1 5 1 above 30 0 7 O- 1 1 1 0 0 1 0 1 2 above 12 2 above 50 1 Malignant death 61
111036027676 4 Diploma 1.11e+09 1.11e+09 1 1976 43 61 0.20 0 0 0 0 0 under 30 0 6 O+ 0 0 0 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 43
111035958142 6 Bachelor 1.11e+09 1.11e+09 0 1980 39 15 0.70 0 0 0 0 0 under 30 0 3 AB- 1 1 0 1 0 0 1 0 2 above 12 0 not yet 1 Malignant death 39
111035993552 4 Diploma 1.11e+09 1.11e+09 1 1980 39 75 0.20 0 0 0 0 0 under 30 0 0 A+ 0 0 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 39
111035909367 4 Diploma 1.11e+09 1.11e+09 1 1980 39 96 0.30 1 1 1 1 1 above 30 0 1 A- 0 1 1 0 0 0 1 1 2 above 12 0 not yet 1 Malignant death 39
111036009533 4 Diploma 1.11e+09 1.11e+09 0 1981 38 65 0.80 1 1 1 1 1 above 30 0 4 B+ 1 0 1 0 0 1 1 1 2 above 12 0 not yet 0 Benign death 38
111035955903 4 Diploma 1.11e+09 1.11e+09 1 1974 45 85 0.10 1 1 1 1 1 above 30 0 2 AB+ 1 0 0 0 0 1 0 0 1 under 12 1 under 50 1 Malignant death 45
111035909980 4 Diploma 1.11e+09 1.11e+09 1 1977 42 65 0.40 1 1 1 1 1 above 30 0 0 A+ 1 1 0 0 1 1 0 0 2 above 12 0 not yet 1 Malignant death 42
111035965718 4 Diploma 1.11e+09 1.11e+09 1 1978 41 96 0.10 1 1 1 2 1 above 30 0 1 A- 0 1 1 1 1 1 1 1 1 under 12 0 not yet 1 Malignant death 41
111035923868 0 Illiterate 1.11e+09 1.11e+09 1 2017 2 96 0.70 0 0 0 0 0 under 30 0 4 B+ 1 1 1 0 0 1 0 0 0 not yet 0 not yet 1 Malignant death 2
111035952561 2 Middle School 1.11e+09 1.11e+09 1 2018 1 83 0.60 0 0 0 0 0 under 30 0 2 AB+ 0 0 0 0 0 1 1 0 0 not yet 0 not yet 0 Benign death 1
111035956156 2 Middle School 1.11e+09 1.11e+09 1 1960 59 74 0.60 1 1 1 5 1 above 30 0 7 O- 1 1 1 1 1 0 1 1 1 under 12 2 above 50 0 Benign death 59
111036020209 6 Bachelor 1.11e+09 1.11e+09 0 1952 67 94 0.30 0 0 0 0 0 under 30 0 6 O+ 1 1 0 0 0 1 1 1 1 under 12 1 under 50 1 Malignant death 67
111035990957 4 Diploma 1.11e+09 1.11e+09 1 1966 53 86 0.60 1 1 1 1 1 above 30 0 3 AB- 0 1 1 1 0 1 0 1 2 above 12 1 under 50 1 Malignant death 53
111035966795 6 Bachelor 1.11e+09 1.11e+09 1 1970 49 96 0.80 1 1 1 2 1 above 30 0 0 A+ 1 0 1 1 0 1 1 0 1 under 12 2 above 50 0 Benign death 49
111035944787 3 High School 1.11e+09 1.11e+09 1 1979 40 65 0.50 1 1 1 3 1 above 30 1 1 A- 1 1 1 1 0 1 1 1 2 above 12 0 not yet 1 Malignant death 40
111035952467 3 High School 1.11e+09 1.11e+09 1 1989 30 62 0.30 1 1 1 4 1 above 30 0 6 O+ 1 1 1 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 30
111035941815 4 Diploma 1.11e+09 1.11e+09 1 1974 45 85 0.30 1 1 1 1 1 above 30 0 0 A+ 0 0 0 1 0 1 1 0 1 under 12 0 not yet 0 Benign death 45
111035979014 7 Master 1.11e+09 1.11e+09 1 1988 31 85 0.50 1 1 1 2 1 above 30 0 0 A+ 1 0 1 0 1 0 0 1 1 under 12 0 not yet 1 Malignant death 31
111035903896 2 Middle School 1.11e+09 1.11e+09 1 1971 48 65 0.70 1 1 1 1 0 under 30 0 6 O+ 0 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 48
111035935949 2 Middle School 1.11e+09 1.11e+09 1 1971 48 73 0.70 1 1 1 1 0 under 30 0 3 AB- 1 1 0 0 0 1 1 0 2 above 12 1 under 50 1 Malignant death 48
111036018763 5 Associate 1.11e+09 1.11e+09 1 1974 45 86 0.70 1 1 1 1 0 under 30 0 2 AB+ 1 0 1 1 1 1 1 0 2 above 12 1 under 50 0 Benign death 45
111035992997 3 High School 1.11e+09 1.11e+09 1 1976 43 79 0.60 1 1 1 1 0 under 30 0 7 O- 1 0 0 0 1 1 1 0 1 under 12 0 not yet 1 Malignant death 43
111035992114 2 Middle School 1.11e+09 1.11e+09 1 1979 40 89 0.50 1 1 1 1 0 under 30 0 6 O+ 0 1 0 1 1 0 1 1 2 above 12 0 not yet 1 Malignant death 40
111036000608 4 Diploma 1.11e+09 1.11e+09 1 1980 39 79 0.50 1 0 1 1 0 under 30 0 3 AB- 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 39
111035940102 5 Associate 1.11e+09 1.11e+09 1 1980 39 69 0.30 1 1 1 2 0 under 30 0 0 A+ 0 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 39
111035988003 4 Diploma 1.11e+09 1.11e+09 1 1983 36 78 0.40 1 0 1 1 0 under 30 0 1 A- 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 36
111036018043 3 High School 1.11e+09 1.11e+09 0 1984 35 96 0.30 1 1 1 1 0 under 30 1 4 B+ 0 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 35
111036016252 6 Bachelor 1.11e+09 1.11e+09 1 1984 35 83 0.70 1 1 1 2 0 under 30 0 2 AB+ 1 1 1 0 0 0 1 0 1 under 12 0 not yet 1 Malignant death 35
111036006093 1 Elementary 1.11e+09 1.11e+09 0 1979 40 86 0.70 1 1 1 1 0 under 30 0 0 A+ 1 1 1 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 40
111035901055 7 Master 1.11e+09 1.11e+09 1 1982 37 65 0.50 1 1 1 1 1 above 30 1 0 A+ 1 1 1 1 1 1 0 1 1 under 12 0 not yet 0 Benign death 37
111036007111 2 Middle School 1.11e+09 1.11e+09 1 1984 35 75 0.30 1 1 1 1 1 above 30 0 1 A- 0 1 0 1 0 0 1 1 2 above 12 0 not yet 1 Malignant death 35
111035915279 6 Bachelor 1.11e+09 1.11e+09 0 1985 34 96 0.60 1 1 1 1 1 above 30 1 6 O+ 1 1 1 0 1 1 0 1 2 above 12 0 not yet 1 Malignant death 34
111035910839 4 Diploma 1.11e+09 1.11e+09 1 1974 45 75 0.40 1 1 1 1 1 above 30 1 2 AB+ 1 1 0 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 45
111035951845 4 Diploma 1.11e+09 1.11e+09 0 1975 44 86 0.40 1 1 1 1 1 above 30 1 7 O- 0 0 1 0 0 1 1 0 2 above 12 1 under 50 0 Benign death 44
111035981165 4 Diploma 1.11e+09 1.11e+09 1 1976 43 96 0.20 1 1 1 1 1 above 30 0 0 A+ 1 0 1 0 1 1 1 1 2 above 12 0 not yet 1 Malignant death 43
111035967546 6 Bachelor 1.11e+09 1.11e+09 1 1985 34 96 0.60 1 1 1 1 1 above 30 1 2 AB+ 1 1 1 0 0 0 1 0 1 under 12 0 not yet 1 Malignant death 34
111035941242 4 Diploma 1.11e+09 1.11e+09 0 1984 35 25 0.40 1 1 1 1 1 above 30 1 3 AB- 0 1 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 35
111036002814 6 Bachelor 1.11e+09 1.11e+09 1 1985 34 22 0.50 1 1 1 1 1 above 30 1 0 A+ 1 0 0 1 0 1 1 0 1 under 12 0 not yet 0 Benign death 34
111035918343 4 Diploma 1.11e+09 1.11e+09 0 1986 33 86 0.60 1 1 1 1 1 above 30 0 1 A- 0 0 0 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 33
111035947464 4 Diploma 1.11e+09 1.11e+09 1 1986 33 73 0.90 1 1 0 2 1 above 30 0 4 B+ 1 1 1 1 1 1 1 0 1 under 12 0 not yet 1 Malignant death 33
111035898355 5 Associate 1.11e+09 1.11e+09 1 1987 32 65 0.80 1 1 1 1 1 above 30 0 2 AB+ 0 1 0 1 0 1 1 0 2 above 12 0 not yet 1 Malignant death 32
111035898167 4 Diploma 1.11e+09 1.11e+09 0 1986 33 86 0.80 1 1 1 1 1 above 30 1 0 A+ 1 0 0 0 1 0 0 0 2 above 12 0 not yet 1 Malignant death 33
111035961403 4 Diploma 1.11e+09 1.11e+09 1 1987 32 98 0.90 1 1 1 1 1 above 30 0 6 O+ 0 1 0 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 32
111036005405 4 Diploma 1.11e+09 1.11e+09 0 1987 32 20 1.10 1 1 1 1 1 above 30 0 3 AB- 1 1 1 0 1 0 1 1 1 under 12 0 not yet 1 Malignant death 32
111036010305 4 Diploma 1.11e+09 1.11e+09 1 1988 31 65 1.30 0 0 0 0 0 under 30 0 0 A+ 0 1 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 31
111036030228 7 Master 1.11e+09 1.11e+09 0 1986 33 75 0.20 1 1 1 2 1 above 30 0 2 AB+ 1 0 1 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 33
111035998373 4 Diploma 1.11e+09 1.11e+09 1 1985 34 65 1.20 1 1 1 1 1 above 30 1 4 B+ 0 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 34
111035899941 4 Diploma 1.11e+09 1.11e+09 1 1986 33 96 0.80 1 1 1 1 1 above 30 0 0 A+ 0 1 1 0 1 0 1 0 2 above 12 0 not yet 1 Malignant death 33
111035897959 6 Bachelor 1.11e+09 1.11e+09 1 1988 31 83 0.80 1 1 1 1 1 above 30 0 6 O+ 1 1 0 0 1 1 1 0 2 above 12 0 not yet 1 Malignant death 31
111035985764 2 Middle School 1.11e+09 1.11e+09 1 1985 34 79 0.80 1 0 1 1 1 above 30 0 2 AB+ 0 1 0 0 0 0 0 0 1 under 12 0 not yet 0 Benign death 34
111035932350 6 Bachelor 1.11e+09 1.11e+09 0 1987 32 89 0.30 1 1 1 1 1 above 30 0 1 A- 1 1 1 1 0 1 1 1 1 under 12 0 not yet 0 Benign death 32
111036013201 4 Diploma 1.11e+09 1.11e+09 1 1987 32 79 0.20 1 1 1 1 1 above 30 0 0 A+ 0 0 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 32
111035934783 4 Diploma 1.11e+09 1.11e+09 1 1987 32 69 0.80 1 1 0 0 0 under 30 0 3 AB- 1 1 1 1 1 0 1 1 2 above 12 0 not yet 1 Malignant death 32
111035903521 4 Diploma 1.11e+09 1.11e+09 0 1988 31 78 0.90 1 1 1 2 1 above 30 0 1 A- 1 0 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign death 31
111035974044 6 Bachelor 1.11e+09 1.11e+09 0 1986 33 75 0.10 1 1 1 1 1 above 30 0 7 O- 1 1 0 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 33
111035907224 4 Diploma 1.11e+09 1.11e+09 1 1986 33 96 0.60 1 1 0 0 1 above 30 0 6 O+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 33
111035957667 3 High School 1.11e+09 1.11e+09 1 1987 32 85 0.50 1 1 1 3 1 above 30 0 3 AB- 1 1 1 0 1 0 1 0 2 above 12 0 not yet 1 Malignant death 32
111035982350 4 Diploma 1.11e+09 1.11e+09 1 1987 32 74 0.70 0 0 0 0 0 under 30 1 1 A- 0 1 1 0 1 1 0 1 1 under 12 0 not yet 0 Benign death 32
111035925120 4 Diploma 1.11e+09 1.11e+09 1 1986 33 82 0.90 1 1 1 1 0 under 30 0 0 A+ 1 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 33
111036021739 1 Elementary 1.11e+09 1.11e+09 0 1987 32 91 0.40 1 1 1 2 1 above 30 1 4 B+ 0 0 1 0 1 0 1 0 2 above 12 0 not yet 0 Benign death 32
111035998422 4 Diploma 1.11e+09 1.11e+09 1 1985 34 65 0.10 1 1 1 1 0 under 30 0 2 AB+ 1 0 1 1 0 1 1 1 1 under 12 0 not yet 0 Benign death 34
111035980368 3 High School 1.11e+09 1.11e+09 0 1986 33 39 0.90 1 1 1 1 1 above 30 0 1 A- 1 1 1 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 33
111035924414 5 Associate 1.11e+09 1.11e+09 1 1988 31 91 0.90 1 1 1 1 1 above 30 1 7 O- 1 0 1 0 1 0 1 1 1 under 12 0 not yet 0 Benign death 31
111035953237 4 Diploma 1.11e+09 1.11e+09 0 1981 38 75 0.50 1 1 1 1 1 above 30 0 1 A- 0 0 1 1 0 0 1 1 1 under 12 0 not yet 0 Benign death 38
111035983167 6 Bachelor 1.11e+09 1.11e+09 1 1982 37 30 0.40 0 0 0 0 0 under 30 0 4 B+ 1 0 0 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 37
111036011738 4 Diploma 1.11e+09 1.11e+09 0 1982 37 63 0.30 1 1 1 1 1 above 30 0 2 AB+ 1 0 1 0 1 0 0 1 1 under 12 0 not yet 1 Malignant death 37
111035982521 4 Diploma 1.11e+09 1.11e+09 1 1982 37 35 0.50 1 1 1 1 1 above 30 0 0 A+ 0 0 1 0 0 1 0 0 1 under 12 0 not yet 0 Benign death 37
111035965766 4 Diploma 1.11e+09 1.11e+09 0 1982 37 74 0.30 1 1 1 1 1 above 30 0 1 A- 1 1 0 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 37
111035904128 6 Bachelor 1.11e+09 1.11e+09 0 1975 44 25 0.70 1 1 0 0 0 under 30 0 3 AB- 1 0 0 1 0 1 1 0 2 above 12 0 not yet 1 Malignant death 44
111035986500 6 Bachelor 1.11e+09 1.11e+09 0 1986 33 83 0.80 1 1 1 1 1 above 30 0 4 B+ 1 1 0 0 1 0 1 0 1 under 12 0 not yet 1 Malignant death 33
111035950744 6 Bachelor 1.11e+09 1.11e+09 1 1987 32 81 0.60 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 0 1 1 1 0 2 above 12 0 not yet 0 Benign death 32
111035930355 6 Bachelor 1.11e+09 1.11e+09 1 1985 34 96 0.30 1 1 1 1 1 above 30 0 7 O- 1 1 1 0 1 1 1 0 1 under 12 0 not yet 0 Benign death 34
111036001992 6 Bachelor 1.11e+09 1.11e+09 1 1986 33 78 0.60 1 1 1 2 1 above 30 0 3 AB- 1 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 33
111035946680 4 Diploma 1.11e+09 1.11e+09 1 1981 38 65 0.60 1 1 1 2 1 above 30 0 0 A+ 1 0 1 1 1 1 1 1 2 above 12 0 not yet 1 Malignant death 38
111036028848 4 Diploma 1.11e+09 1.11e+09 0 1987 32 78 0.50 1 1 1 3 1 above 30 0 1 A- 0 1 1 1 0 0 0 1 1 under 12 0 not yet 0 Benign death 32
111036020812 4 Diploma 1.11e+09 1.11e+09 1 1986 33 85 0.30 1 1 1 1 1 above 30 0 4 B+ 1 0 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 33
111035934149 6 Bachelor 1.11e+09 1.11e+09 1 1986 33 25 0.80 1 0 1 3 1 above 30 0 1 A- 0 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 33
111035952127 4 Diploma 1.11e+09 1.11e+09 1 1986 33 22 0.80 1 1 1 1 1 above 30 0 4 B+ 0 1 1 1 1 1 1 1 1 under 12 0 not yet 1 Malignant death 33
111035973462 4 Diploma 1.11e+09 1.11e+09 0 1986 33 86 0.50 1 0 1 3 1 above 30 0 2 AB+ 1 1 0 0 1 0 0 0 1 under 12 0 not yet 1 Malignant death 33
111035913265 4 Diploma 1.11e+09 1.11e+09 1 1988 31 73 0.30 1 1 0 0 0 under 30 0 7 O- 0 0 0 1 0 0 1 0 1 under 12 0 not yet 0 Benign death 31
111036020197 4 Diploma 1.11e+09 1.11e+09 0 1984 35 89 0.90 1 1 1 3 1 above 30 0 3 AB- 0 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 35
111035907480 4 Diploma 1.11e+09 1.11e+09 0 1985 34 76 0.60 1 1 1 1 1 above 30 0 3 AB- 1 1 0 1 0 0 1 1 2 above 12 0 not yet 1 Malignant death 34
111035933444 6 Bachelor 1.11e+09 1.11e+09 1 1984 35 78 0.60 1 1 1 1 1 above 30 0 0 A+ 1 1 0 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 35
111036002769 6 Bachelor 1.11e+09 1.11e+09 0 1989 30 86 0.10 1 1 1 3 1 above 30 0 3 AB- 1 0 1 0 0 0 1 0 1 under 12 0 not yet 0 Benign death 30
111035986548 4 Diploma 1.11e+09 1.11e+09 1 1985 34 98 0.60 1 1 1 1 0 under 30 1 0 A+ 0 1 1 0 0 0 0 1 1 under 12 0 not yet 0 Benign death 34
111035955519 4 Diploma 1.11e+09 1.11e+09 1 1983 36 85 0.30 1 1 1 2 1 above 30 0 2 AB+ 0 1 0 0 1 0 1 0 2 above 12 0 not yet 1 Malignant death 36
111035962651 4 Diploma 1.11e+09 1.11e+09 1 1984 35 96 0.10 1 1 1 1 1 above 30 0 0 A+ 1 0 1 0 0 1 1 0 2 above 12 0 not yet 0 Benign death 35
111035906416 2 Middle School 1.11e+09 1.11e+09 0 1984 35 75 0.60 1 1 1 1 1 above 30 0 6 O+ 1 0 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 35
111035997985 7 Master 1.11e+09 1.11e+09 0 1987 32 89 0.90 1 1 1 2 1 above 30 0 3 AB- 0 1 0 1 1 0 0 0 2 above 12 0 not yet 1 Malignant death 32
111035958784 6 Bachelor 1.11e+09 1.11e+09 0 1988 31 96 0.40 1 1 1 1 1 above 30 0 6 O+ 1 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 31
111035962446 6 Bachelor 1.11e+09 1.11e+09 0 1985 34 74 0.01 1 11 1 2 1 above 30 0 0 A+ 0 1 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 34
111035910158 4 Diploma 1.11e+09 1.11e+09 1 1986 33 94 0.90 1 1 1 1 1 above 30 0 6 O+ 1 1 0 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 33
111035928247 6 Bachelor 1.11e+09 1.11e+09 1 1986 33 23 0.80 1 1 1 1 1 above 30 0 3 AB- 1 1 1 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 33
111035966985 3 High School 1.11e+09 1.11e+09 0 1987 32 65 0.20 1 1 1 5 1 above 30 0 7 O- 0 0 1 1 0 1 0 1 1 under 12 0 not yet 0 Benign death 32
111035998780 6 Bachelor 1.11e+09 1.11e+09 0 1983 36 69 0.40 1 2 1 1 1 above 30 0 1 A- 0 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 36
111035933319 6 Bachelor 1.11e+09 1.11e+09 1 1984 35 86 0.80 1 1 1 1 1 above 30 0 0 A+ 0 1 0 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 35
111035978424 4 Diploma 1.11e+09 1.11e+09 0 1984 35 75 0.60 1 1 1 1 1 above 30 1 2 AB+ 1 1 1 0 0 0 1 1 1 under 12 0 not yet 0 Benign death 35
111035927697 0 Illiterate 1.11e+09 1.11e+09 1 1991 28 20 0.40 1 1 1 1 1 above 30 0 1 A- 1 1 0 0 1 0 1 1 1 under 12 0 not yet 1 Malignant death 28
111035960503 0 Illiterate 1.11e+09 1.11e+09 0 2000 19 86 0.70 0 0 0 0 1 above 30 0 4 B+ 0 0 1 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 19
111035950782 0 Illiterate 1.11e+09 1.11e+09 1 1999 20 76 0.80 1 0 1 2 1 above 30 0 2 AB+ 1 1 1 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 20
111036008660 3 High School 1.11e+09 1.11e+09 0 1988 31 84 0.90 1 1 1 1 1 above 30 0 7 O- 1 0 0 0 1 1 1 0 1 under 12 0 not yet 1 Malignant death 31
111036030030 1 Elementary 1.11e+09 1.11e+09 1 1993 26 89 0.10 1 0 1 2 1 above 30 0 6 O+ 1 1 1 0 0 0 1 0 1 under 12 0 not yet 0 Benign death 26
111035933378 1 Elementary 1.11e+09 1.11e+09 1 1987 32 76 0.50 1 1 1 2 1 above 30 0 3 AB- 0 1 1 1 0 1 0 1 1 under 12 0 not yet 1 Malignant death 32
111035970677 2 Middle School 1.11e+09 1.11e+09 0 1996 23 70 0.30 1 0 1 2 1 above 30 0 0 A+ 1 0 0 1 0 0 1 1 1 under 12 0 not yet 1 Malignant death 23
111035990037 1 Elementary 1.11e+09 1.11e+09 1 1992 27 79 0.10 1 0 1 2 1 above 30 0 1 A- 0 1 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 27
111036019147 4 Diploma 1.11e+09 1.11e+09 0 1988 31 96 0.20 1 0 1 1 1 above 30 0 0 A+ 1 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 31
111035929263 1 Elementary 1.11e+09 1.11e+09 1 2001 18 6 0.80 0 0 0 0 0 under 30 0 2 AB+ 1 0 1 1 1 0 1 1 1 under 12 0 not yet 1 Malignant death 18
111035974423 1 Elementary 1.11e+09 1.11e+09 0 1990 29 65 0.60 1 0 1 1 1 above 30 0 7 O- 0 1 1 1 1 1 0 1 1 under 12 0 not yet 0 Benign death 29
111035983127 4 Diploma 1.11e+09 1.11e+09 1 1999 20 74 0.30 0 0 0 0 0 under 30 0 6 O+ 1 1 1 0 0 0 1 1 1 under 12 0 not yet 1 Malignant death 20
111035903265 2 Middle School 1.11e+09 1.11e+09 0 1999 20 85 0.60 0 0 0 0 0 under 30 0 3 AB- 1 0 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 20
111035985442 0 Illiterate 1.11e+09 1.11e+09 1 1981 38 96 0.80 1 1 1 1 1 above 30 0 0 A+ 0 1 0 0 1 1 0 1 2 above 12 0 not yet 1 Malignant death 38
111036011606 4 Diploma 1.11e+09 1.11e+09 0 1992 27 69 0.90 1 1 1 4 1 above 30 0 5 B- 0 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 27
111036009839 0 Illiterate 1.11e+09 1.11e+09 1 1993 26 71 0.80 1 0 1 1 1 above 30 0 1 A- 1 1 1 0 1 1 1 0 1 under 12 0 not yet 0 Benign death 26
111035925213 1 Elementary 1.11e+09 1.11e+09 0 2010 9 26 0.90 0 0 1 1 1 above 30 0 6 O+ 0 0 1 0 0 0 0 0 0 not yet 0 not yet 1 Malignant death 9
111036003064 1 Elementary 1.11e+09 1.11e+09 0 1999 20 75 0.70 1 0 1 3 0 under 30 0 2 AB+ 1 1 1 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 20
111035946432 0 Illiterate 1.11e+09 1.11e+09 1 1995 24 76 0.80 1 0 1 1 0 under 30 0 0 A+ 0 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign death 24
111035905378 0 Illiterate 1.11e+09 1.11e+09 0 1981 38 79 0.70 1 0 1 1 1 above 30 0 6 O+ 1 1 1 0 1 1 1 0 2 above 12 0 not yet 0 Benign death 38
111036020082 1 Elementary 1.11e+09 1.11e+09 1 1993 26 96 0.10 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 26
111035984993 1 Elementary 1.11e+09 1.11e+09 0 1999 20 75 0.80 0 0 0 0 0 under 30 0 1 A- 0 1 1 0 1 1 1 0 1 under 12 0 not yet 1 Malignant death 20
111035945747 2 Middle School 1.11e+09 1.11e+09 1 1986 33 89 0.70 0 0 0 2 1 above 30 0 1 A- 1 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 33
111035997855 1 Elementary 1.11e+09 1.11e+09 1 1986 33 89 0.90 1 1 0 0 0 under 30 0 4 B+ 1 1 0 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 33
111035904046 0 Illiterate 1.11e+09 1.11e+09 0 1989 30 96 0.50 1 0 1 1 1 above 30 0 4 B+ 0 1 1 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 30
111035901088 0 Illiterate 1.11e+09 1.11e+09 0 1961 58 55 0.15 1 1 1 1 0 under 30 0 6 O+ 0 1 0 1 0 0 1 1 2 above 12 2 above 50 1 Malignant death 58
111035939623 0 Illiterate 1.11e+09 1.11e+09 1 1983 36 83 0.90 1 0 1 3 1 above 30 0 0 A+ 0 1 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant death 36
111035910923 0 Illiterate 1.11e+09 1.11e+09 0 1988 31 89 0.90 1 1 1 1 1 above 30 0 4 B+ 1 0 0 0 0 1 0 0 2 above 12 0 not yet 1 Malignant death 31
111035974605 1 Elementary 1.11e+09 1.11e+09 1 1996 23 78 0.80 1 0 0 2 1 above 30 1 4 B+ 0 1 0 0 0 0 1 1 2 above 12 0 not yet 1 Malignant death 23
111035931741 0 Illiterate 1.11e+09 1.11e+09 1 1981 38 74 0.90 1 1 1 1 1 above 30 1 0 A+ 1 1 0 1 0 1 0 0 1 under 12 0 not yet 0 Benign death 38
111035986946 1 Elementary 1.11e+09 1.11e+09 0 2004 15 71 0.50 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 1 0 1 1 2 above 12 0 not yet 1 Malignant death 15
111036015334 1 Elementary 1.11e+09 1.11e+09 0 1973 46 65 0.70 1 1 1 2 1 above 30 0 0 A+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 46
111035929561 4 Diploma 1.11e+09 1.11e+09 1 1988 31 75 0.90 1 0 1 1 0 under 30 0 1 A- 1 1 1 1 0 1 1 1 1 under 12 0 not yet 1 Malignant death 31
111035962405 1 Elementary 1.11e+09 1.11e+09 1 1957 62 85 0.10 1 0 1 1 1 above 30 0 2 AB+ 1 0 1 0 0 1 0 1 1 under 12 1 under 50 1 Malignant death 62
111035985792 5 Associate 1.11e+09 1.11e+09 1 1989 30 85 0.10 1 0 1 1 1 above 30 0 2 AB+ 1 0 1 0 0 0 1 1 2 above 12 0 not yet 1 Malignant death 30
111035983384 6 Bachelor 1.11e+09 1.11e+09 0 1990 29 45 0.40 1 1 1 2 0 under 30 1 2 AB+ 1 0 1 1 0 1 0 1 1 under 12 0 not yet 1 Malignant death 29
111035979705 2 Middle School 1.11e+09 1.11e+09 0 1986 33 76 0.50 1 0 1 2 1 above 30 0 0 A+ 1 1 1 0 0 0 1 0 2 above 12 0 not yet 0 Benign death 33
111035999078 1 Elementary 1.11e+09 1.11e+09 1 1988 31 20 0.30 1 1 1 1 1 above 30 0 6 O+ 0 0 1 1 1 1 1 1 2 above 12 0 not yet 1 Malignant death 31
111035915743 4 Diploma 1.11e+09 1.11e+09 0 1990 29 86 0.10 1 0 1 1 1 above 30 0 1 A- 1 0 1 1 1 0 1 0 2 above 12 0 not yet 1 Malignant death 29
111035954541 1 Elementary 1.11e+09 1.11e+09 1 1959 60 84 0.80 1 1 1 1 1 above 30 1 1 A- 0 1 1 0 1 0 1 1 1 under 12 1 under 50 1 Malignant death 60
111035996918 3 High School 1.11e+09 1.11e+09 1 1985 34 89 0.60 1 0 1 1 1 above 30 0 6 O+ 1 1 1 0 1 0 0 0 1 under 12 0 not yet 1 Malignant death 34
111035967627 4 Diploma 1.11e+09 1.11e+09 0 1987 32 75 0.50 1 1 1 1 1 above 30 0 1 A- 0 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign death 32
111035908004 4 Diploma 1.11e+09 1.11e+09 0 1982 37 79 0.80 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 1 1 1 0 1 2 above 12 0 not yet 1 Malignant death 37
111035911985 4 Diploma 1.11e+09 1.11e+09 1 1982 37 15 0.40 1 1 1 3 1 above 30 0 0 A+ 0 1 1 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 37
111036018844 0 Illiterate 1.11e+09 1.11e+09 0 1995 24 20 0.20 1 1 1 1 1 above 30 0 0 A+ 1 1 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 24
111035908616 4 Diploma 1.11e+09 1.11e+09 1 1982 37 76 0.60 1 1 1 2 1 above 30 0 1 A- 1 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant death 37
111035915688 4 Diploma 1.11e+09 1.11e+09 1 1991 28 56 0.50 1 1 1 3 1 above 30 0 4 B+ 1 0 1 1 0 1 0 0 1 under 12 NA NA 0 Benign death 28
111035961979 4 Diploma 1.11e+09 1.11e+09 1 1993 26 65 0.80 1 1 1 1 1 above 30 0 2 AB+ 1 1 0 1 1 1 1 1 2 above 12 0 not yet 1 Malignant death 26
111035941892 6 Bachelor 1.11e+09 1.11e+09 0 1984 35 20 0.60 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 35
111035970330 1 Elementary 1.11e+09 1.11e+09 1 2003 16 85 0.80 0 0 0 0 0 under 30 0 4 B+ 0 1 0 1 1 1 1 0 1 under 12 0 not yet 1 Malignant death 16
111035915430 3 High School 1.11e+09 1.11e+09 1 1954 65 45 0.60 1 1 1 1 1 above 30 0 6 O+ 1 1 1 1 1 0 0 0 2 above 12 2 above 50 1 Malignant death 65
111035947819 1 Elementary 1.11e+09 1.11e+09 1 1981 38 15 0.30 1 1 1 1 1 above 30 0 3 AB- 1 1 1 1 0 0 1 0 2 above 12 0 not yet 1 Malignant death 38
111036027237 5 Associate 1.11e+09 1.11e+09 0 1985 34 25 0.10 1 1 1 1 1 above 30 0 6 O+ 1 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 34
111035925934 4 Diploma 1.11e+09 1.11e+09 0 1987 32 96 0.60 1 1 1 1 1 above 30 0 3 AB- 1 0 0 1 0 0 0 1 2 above 12 0 not yet 0 Benign death 32
111036009065 3 High School 1.11e+09 1.11e+09 0 2000 19 78 0.80 0 0 0 0 0 under 30 0 0 A+ 0 1 1 1 1 0 1 0 1 under 12 0 not yet 1 Malignant death 19
111036008219 2 Middle School 1.11e+09 1.11e+09 1 1985 34 91 0.50 1 1 1 1 1 above 30 0 1 A- 1 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 34
111035915386 1 Elementary 1.11e+09 1.11e+09 0 1984 35 84 0.30 1 1 1 1 1 above 30 0 4 B+ 0 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 35
111035904724 4 Diploma 1.11e+09 1.11e+09 1 1987 32 86 0.20 1 1 1 3 1 above 30 0 2 AB+ 0 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 32
111035962060 1 Elementary 1.11e+09 1.11e+09 1 1988 31 74 0.80 1 1 1 3 1 above 30 0 3 AB- 1 1 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign death 31
111036004354 6 Bachelor 1.11e+09 1.11e+09 1 1985 34 65 0.47 1 1 1 1 1 above 30 0 0 A+ 1 1 0 0 0 0 1 1 2 above 12 0 not yet 1 Malignant death 34
111035907747 1 Elementary 1.11e+09 1.11e+09 1 1998 21 79 0.60 0 0 0 0 0 under 30 0 4 B+ 0 1 1 0 0 1 1 1 2 above 12 0 not yet 0 Benign death 21
111035985199 4 Diploma 1.11e+09 1.11e+09 0 1988 31 91 0.70 0 0 0 0 0 under 30 0 2 AB+ 1 1 1 0 1 0 0 0 1 under 12 0 not yet 0 Benign death 31
111035914568 4 Diploma 1.11e+09 1.11e+09 1 1988 31 55 0.60 0 0 0 0 0 under 30 0 0 A+ 1 1 1 1 1 1 1 0 1 under 12 0 not yet 0 Benign death 31
111035942729 4 Diploma 1.11e+09 1.11e+09 0 1988 31 65 0.60 1 1 1 1 1 above 30 0 6 O+ 1 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant death 31
111035999684 0 Illiterate 1.11e+09 1.11e+09 0 1972 47 74 0.40 1 1 1 1 1 above 30 0 4 B+ 1 1 1 1 1 1 0 0 1 under 12 1 under 50 1 Malignant death 47
111036004633 1 Elementary 1.11e+09 1.11e+09 1 2001 18 85 0.70 0 0 0 0 0 under 30 0 2 AB+ 0 0 1 1 0 0 1 1 2 above 12 0 not yet 1 Malignant death 18
111035899249 1 Elementary 1.11e+09 1.11e+09 1 2004 15 93 0.10 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 15
111035898042 1 Elementary 1.11e+09 1.11e+09 0 2006 13 85 0.20 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 1 1 0 0 0 not yet 0 not yet 1 Malignant death 13
111035969020 1 Elementary 1.11e+09 1.11e+09 0 2001 18 65 0.30 0 0 0 0 0 under 30 0 6 O+ 1 1 1 0 0 0 1 1 1 under 12 0 not yet 1 Malignant death 18
111035950210 1 Elementary 1.11e+09 1.11e+09 1 2009 10 91 0.60 0 0 0 0 0 under 30 0 2 AB+ 1 0 1 0 0 1 0 0 0 not yet 0 not yet 1 Malignant death 10
111035913718 2 Middle School 1.11e+09 1.11e+09 0 2013 6 73 0.50 0 0 0 0 0 under 30 0 0 A+ 1 1 1 1 0 0 1 0 0 not yet 0 not yet 1 Malignant death 6
111035897677 4 Diploma 1.11e+09 1.11e+09 0 1996 23 39 0.80 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 0 0 1 1 0 1 under 12 0 not yet 0 Benign death 23
111035930292 4 Diploma 1.11e+09 1.11e+09 1 1997 22 91 0.40 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 22
111035930199 4 Diploma 1.11e+09 1.11e+09 0 1998 21 83 0.60 0 0 0 0 0 under 30 0 6 O+ 1 0 1 0 1 0 0 0 2 above 12 0 not yet 1 Malignant death 21
111035949881 4 Diploma 1.11e+09 1.11e+09 1 1998 21 86 0.50 0 0 0 0 0 under 30 0 3 AB- 1 1 0 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 21
111035960756 2 Middle School 1.11e+09 1.11e+09 0 2001 18 85 0.80 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 0 1 0 1 under 12 0 not yet 1 Malignant death 18
111035946585 2 Middle School 1.11e+09 1.11e+09 1 2001 18 74 0.40 0 0 0 0 0 under 30 0 1 A- 0 0 1 0 1 0 1 1 1 under 12 0 not yet 0 Benign death 18
111035969460 2 Middle School 1.11e+09 1.11e+09 1 2001 18 85 0.70 0 0 1 1 1 above 30 0 0 A+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 18
111035987856 4 Diploma 1.11e+09 1.11e+09 0 1982 37 86 0.96 1 1 1 2 1 above 30 0 4 B+ 0 1 1 1 1 0 0 1 2 above 12 0 not yet 1 Malignant death 37
111035907852 6 Bachelor 1.11e+09 1.11e+09 1 1985 34 73 0.70 1 1 1 2 1 above 30 0 6 O+ 0 1 0 1 1 1 1 1 2 above 12 0 not yet 0 Benign death 34
111035925906 4 Diploma 1.11e+09 1.11e+09 1 1988 31 65 0.60 1 1 1 2 1 above 30 0 2 AB+ 1 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 31
111035918492 3 High School 1.11e+09 1.11e+09 0 1989 30 20 0.10 1 1 1 2 1 above 30 0 7 O- 1 0 0 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 30
111035977059 6 Bachelor 1.11e+09 1.11e+09 0 1990 29 98 0.60 1 0 1 3 1 above 30 0 6 O+ 1 1 0 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 29
111035902093 3 High School 1.11e+09 1.11e+09 0 1993 26 91 0.90 1 1 1 1 1 above 30 0 0 A+ 0 1 1 1 1 1 1 0 0 not yet 0 not yet 1 Malignant death 26
111035959302 1 Elementary 1.11e+09 1.11e+09 1 2011 8 25 0.30 0 0 0 0 0 under 30 0 4 B+ 1 1 1 0 0 1 0 0 0 not yet 0 not yet 0 Benign death 8
111036007926 2 Middle School 1.11e+09 1.11e+09 1 1990 29 75 0.90 0 0 0 0 0 under 30 0 0 A+ 1 1 0 1 0 1 0 1 1 under 12 0 not yet 1 Malignant death 29
111035901257 4 Diploma 1.11e+09 1.11e+09 0 1990 29 76 0.70 1 1 1 1 1 above 30 0 3 AB- 1 1 1 1 0 0 1 0 1 under 12 0 not yet 1 Malignant death 29
111035975243 6 Bachelor 1.11e+09 1.11e+09 1 1991 28 56 0.20 1 1 1 3 1 above 30 0 0 A+ 0 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 28
111035904672 6 Bachelor 1.11e+09 1.11e+09 0 1991 28 65 0.30 0 0 0 0 0 under 30 0 1 A- 0 1 1 0 0 1 1 0 1 under 12 0 not yet 0 Benign death 28
111035988476 4 Diploma 1.11e+09 1.11e+09 1 1992 27 45 0.80 1 1 1 1 1 above 30 0 4 B+ 1 1 0 1 1 0 0 0 1 under 12 0 not yet 1 Malignant death 27
111036015163 7 Master 1.11e+09 1.11e+09 1 1992 27 15 0.10 1 1 1 1 1 above 30 0 0 A+ 1 1 1 1 1 1 0 0 2 above 12 0 not yet 1 Malignant death 27
111035902149 4 Diploma 1.11e+09 1.11e+09 0 1992 27 65 0.70 1 1 1 1 1 above 30 0 0 A+ 1 1 1 0 0 1 0 0 2 above 12 0 not yet 1 Malignant death 27
111035907790 3 High School 1.11e+09 1.11e+09 1 2008 11 75 0.90 0 0 0 0 0 under 30 0 1 A- 1 1 1 1 0 1 0 0 0 not yet 0 not yet 1 Malignant death 11
111036002447 4 Diploma 1.11e+09 1.11e+09 0 1979 40 15 0.40 1 1 1 1 1 above 30 0 3 AB- 0 1 1 1 1 0 1 1 2 above 12 0 not yet 0 Benign death 40
111035963542 5 Associate 1.11e+09 1.11e+09 1 1968 51 76 0.60 1 1 1 3 1 above 30 1 1 A- 1 1 1 0 0 1 0 0 1 under 12 0 not yet 0 Benign death 51
111035916349 1 Elementary 1.11e+09 1.11e+09 1 1977 42 56 0.50 1 1 1 1 1 above 30 0 4 B+ 1 0 1 1 0 1 1 1 2 above 12 0 not yet 1 Malignant death 42
111035955031 6 Bachelor 1.11e+09 1.11e+09 0 1992 27 76 0.60 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 0 1 0 1 under 12 0 not yet 1 Malignant death 27
111035917245 2 Middle School 1.11e+09 1.11e+09 1 1969 50 20 0.40 1 1 1 1 1 above 30 1 1 A- 1 1 0 0 1 1 0 1 2 above 12 1 under 50 1 Malignant death 50
111035954376 4 Diploma 1.11e+09 1.11e+09 1 1986 33 86 0.70 1 0 1 1 1 above 30 0 0 A+ 0 0 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign death 33
111035929401 2 Middle School 1.11e+09 1.11e+09 0 1979 40 76 0.80 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 0 0 1 0 0 2 above 12 0 not yet 1 Malignant death 40
111035968928 4 Diploma 1.11e+09 1.11e+09 1 1971 48 84 0.90 1 0 1 3 1 above 30 0 7 O- 1 0 0 0 1 1 1 1 2 above 12 0 not yet 1 Malignant death 48
111035923333 6 Bachelor 1.11e+09 1.11e+09 0 1984 35 89 0.10 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant death 35
111035924072 4 Diploma 1.11e+09 1.11e+09 1 1971 48 84 0.30 1 1 1 1 1 above 30 1 1 A- 1 1 0 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 48
111035912845 6 Bachelor 1.11e+09 1.11e+09 0 1989 30 56 0.70 1 0 1 3 1 above 30 0 1 A- 0 1 1 0 0 1 0 0 2 above 12 0 not yet 1 Malignant death 30
111038164607 4 Diploma 1.11e+09 1.11e+09 1 1981 38 91 0.70 1 0 1 1 1 above 30 0 0 A+ 0 1 1 1 1 1 0 1 2 above 12 0 not yet 1 Malignant death 38
111038182804 2 Middle School 1.11e+09 1.11e+09 0 2000 19 86 0.70 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 0 1 1 1 under 12 0 not yet 1 Malignant death 19
111038137545 4 Diploma 1.11e+09 1.11e+09 1 1982 37 87 0.80 1 1 1 1 1 above 30 0 2 AB+ 1 1 0 0 0 1 1 0 1 under 12 0 not yet 0 Benign death 37
111038159918 1 Elementary 1.11e+09 1.11e+09 0 1966 53 65 0.70 1 1 1 3 1 above 30 0 7 O- 1 0 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 53
111038156043 1 Elementary 1.11e+09 1.11e+09 0 1967 52 15 0.70 1 1 1 1 1 above 30 0 3 AB- 1 1 0 1 0 1 0 1 1 under 12 1 under 50 0 Benign death 52
111038176437 4 Diploma 1.11e+09 1.11e+09 0 1993 26 75 0.20 0 0 0 0 0 under 30 0 0 A+ 0 0 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant death 26
111038131146 3 High School 1.11e+09 1.11e+09 1 1999 20 85 0.80 0 0 0 0 0 under 30 0 1 A- 0 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 20
111038128408 4 Diploma 1.11e+09 1.11e+09 1 1972 47 85 0.10 1 1 1 1 1 above 30 0 2 AB+ 1 0 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 47
111038125994 4 Diploma 1.11e+09 1.11e+09 0 1983 36 62 0.30 1 1 1 1 1 above 30 1 6 O+ 1 1 1 0 0 1 0 0 2 above 12 0 not yet 0 Benign death 36
111038176008 6 Bachelor 1.11e+09 1.11e+09 0 1981 38 52 0.80 1 1 1 2 1 above 30 0 3 AB- 1 0 1 1 1 0 1 0 2 above 12 0 not yet 1 Malignant death 38
111038137592 4 Diploma 1.11e+09 1.11e+09 1 1984 35 65 0.40 1 0 1 1 1 above 30 1 0 A+ 1 1 0 0 1 1 1 1 2 above 12 0 not yet 1 Malignant death 35
111038149996 0 Illiterate 1.11e+09 1.11e+09 0 1958 61 96 0.10 1 1 1 3 1 above 30 0 6 O+ 0 1 1 1 1 1 0 0 1 under 12 2 above 50 1 Malignant death 61
111038150505 2 Middle School 1.11e+09 1.11e+09 1 1975 44 78 0.80 1 0 1 1 1 above 30 0 0 A+ 1 1 1 0 0 1 1 1 2 above 12 0 not yet 1 Malignant death 44
111038152049 2 Middle School 1.11e+09 1.11e+09 1 1978 41 63 0.30 1 1 1 1 1 above 30 1 2 AB+ 0 1 1 0 0 1 0 0 1 under 12 0 not yet 0 Benign death 41
111038129088 7 Master 1.11e+09 1.11e+09 1 1979 40 63 0.90 1 1 1 1 1 above 30 0 0 A+ 0 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 40
111038117670 3 High School 1.11e+09 1.11e+09 1 1959 60 85 0.30 1 1 1 1 1 above 30 1 0 A+ 0 0 0 1 0 0 1 1 2 above 12 1 under 50 0 Benign death 60
111038160275 5 Associate 1.11e+09 1.11e+09 0 1980 39 65 0.50 1 1 1 7 1 above 30 0 0 A+ 1 1 1 1 1 1 0 1 2 above 12 0 not yet 0 Benign death 39
111038130803 1 Elementary 1.11e+09 1.11e+09 0 1988 31 75 0.30 1 1 1 1 1 above 30 0 1 A- 0 1 0 1 0 1 1 0 1 under 12 0 not yet 1 Malignant death 31
111038151502 3 High School 1.11e+09 1.11e+09 1 1993 26 96 0.60 0 0 0 0 0 under 30 0 6 O+ 1 1 1 0 1 0 0 1 2 above 12 0 not yet 1 Malignant death 26
111038169360 2 Middle School 1.11e+09 1.11e+09 0 1967 52 75 0.40 1 1 1 1 1 above 30 0 2 AB+ 1 1 0 1 0 1 1 0 1 under 12 1 under 50 1 Malignant death 52
111038146649 6 Bachelor 1.11e+09 1.11e+09 0 1985 34 86 0.40 1 1 1 1 1 above 30 0 7 O- 0 0 1 0 0 1 1 0 1 under 12 0 not yet 0 Benign death 34
111038180140 1 Elementary 1.11e+09 1.11e+09 1 1983 36 96 0.20 1 1 1 1 1 above 30 0 6 O+ 1 0 1 0 1 1 0 1 1 under 12 0 not yet 0 Benign death 36
111038132687 4 Diploma 1.11e+09 1.11e+09 0 1985 34 100 0.10 1 1 1 1 1 above 30 0 0 A+ 0 1 1 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 34
111038138822 3 High School 1.11e+09 1.11e+09 1 1970 49 56 0.90 1 1 1 3 1 above 30 0 0 A+ 1 0 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 49
111038134215 4 Diploma 1.11e+09 1.11e+09 0 1995 24 75 0.50 0 0 0 0 0 under 30 0 1 A- 0 0 1 1 0 1 0 0 2 above 12 0 not yet 1 Malignant death 24
111038149502 6 Bachelor 1.11e+09 1.11e+09 1 1984 35 30 0.40 1 1 1 1 1 above 30 0 4 B+ 1 0 0 1 0 1 0 0 2 above 12 0 not yet 0 Benign death 35
111038163521 1 Elementary 1.11e+09 1.11e+09 0 1999 20 63 0.30 1 1 1 5 1 above 30 1 3 AB- 1 0 1 0 1 0 1 1 2 above 12 0 not yet 1 Malignant death 20
111038162667 4 Diploma 1.11e+09 1.11e+09 1 1985 34 96 0.80 1 1 1 1 1 above 30 0 7 O- 1 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 34
111035967791 1 Elementary 1.11e+09 1.11e+09 0 1950 69 45 0.70 1 1 1 2 1 above 30 0 1 A- 0 1 1 0 0 0 1 1 1 under 12 2 above 50 1 Malignant death 69
111035975531 1 Elementary 1.11e+09 1.11e+09 1 1951 68 15 0.90 1 1 1 1 1 above 30 0 6 O+ 1 0 0 0 0 1 0 1 2 above 12 2 above 50 1 Malignant death 68
111035974096 1 Elementary 1.11e+09 1.11e+09 1 1986 33 65 0.60 1 0 1 1 1 above 30 0 4 B+ 1 1 1 0 1 0 1 1 1 under 12 0 not yet 1 Malignant death 33
111035966747 5 Associate 1.11e+09 1.11e+09 1 1964 55 63 0.40 1 1 1 4 1 above 30 0 1 A- 1 1 1 0 0 1 0 1 2 above 12 1 under 50 1 Malignant death 55
111035966990 6 Bachelor 1.11e+09 1.11e+09 0 1966 53 96 0.50 1 1 1 1 1 above 30 0 6 O+ 1 0 1 1 0 1 1 0 1 under 12 2 above 50 1 Malignant death 53
111035987536 0 Illiterate 1.11e+09 1.11e+09 0 1962 57 69 0.90 1 1 1 1 1 above 30 0 4 B+ 0 1 1 0 0 0 0 1 1 under 12 1 under 50 1 Malignant death 57
111035981115 1 Elementary 1.11e+09 1.11e+09 1 1997 22 71 0.80 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 1 1 1 1 2 above 12 0 not yet 0 Benign death 22
111035997325 1 Elementary 1.11e+09 1.11e+09 1 1987 32 74 0.90 1 1 1 1 1 above 30 0 4 B+ 1 1 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 32
111035929037 0 Illiterate 1.11e+09 1.11e+09 0 1963 56 89 0.60 1 1 1 1 1 above 30 0 1 A- 1 1 0 1 0 1 0 1 1 under 12 1 under 50 1 Malignant death 56
111035924098 4 Diploma 1.11e+09 1.11e+09 1 1984 35 75 0.80 1 1 1 1 1 above 30 1 5 B- 1 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant death 35
111035915779 6 Bachelor 1.11e+09 1.11e+09 0 1981 38 75 0.80 1 1 1 3 1 above 30 0 6 O+ 1 1 0 0 0 1 0 0 2 above 12 0 not yet 1 Malignant death 38
111035976298 4 Diploma 1.11e+09 1.11e+09 1 1982 37 91 0.30 1 1 1 1 1 above 30 0 0 A+ 0 0 1 0 1 1 1 1 2 above 12 0 not yet 1 Malignant death 37
111036028973 1 Elementary 1.11e+09 1.11e+09 1 2010 9 75 0.80 0 0 0 0 0 under 30 0 5 B- 1 1 1 0 0 1 0 0 0 not yet 0 not yet 1 Malignant death 9
111035940812 0 Illiterate 1.11e+09 1.11e+09 0 1979 40 75 0.80 1 1 1 1 1 above 30 0 6 O+ 1 1 0 0 1 0 0 1 1 under 12 0 not yet 0 Benign death 40
111035917910 0 Illiterate 1.11e+09 1.11e+09 1 1988 31 83 0.20 1 1 1 1 1 above 30 0 0 A+ 0 1 1 0 1 1 1 1 1 under 12 0 not yet 1 Malignant death 31
111035997884 1 Elementary 1.11e+09 1.11e+09 1 2000 19 79 0.90 0 0 0 0 0 under 30 0 0 A+ 0 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 19
111035976288 0 Illiterate 1.11e+09 1.11e+09 1 1991 28 85 0.20 1 1 0 4 1 above 30 1 3 AB- 1 0 0 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 28
111035989648 1 Elementary 1.11e+09 1.11e+09 0 2005 14 84 0.80 0 0 0 0 0 under 30 0 1 A- 0 1 1 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 14
111035945160 4 Diploma 1.11e+09 1.11e+09 0 1995 24 74 0.10 1 1 1 1 1 above 30 0 1 A- 1 1 1 1 0 1 0 1 1 under 12 0 not yet 1 Malignant death 24
111036006010 0 Illiterate 1.11e+09 1.11e+09 0 1993 26 85 0.20 0 0 0 0 0 under 30 0 4 B+ 0 1 0 1 0 1 0 1 2 above 12 0 not yet 1 Malignant death 26
111038176220 4 Diploma 1.11e+09 1.11e+09 0 1993 26 85 0.60 0 0 0 0 0 under 30 0 0 A+ 0 1 1 0 1 1 1 1 1 under 12 0 not yet 1 Malignant death 26
111038118723 3 High School 1.11e+09 1.11e+09 1 1967 52 63 0.60 1 1 1 1 1 above 30 0 4 B+ 1 1 0 0 0 1 0 1 1 under 12 1 under 50 1 Malignant death 52
111038145404 4 Diploma 1.11e+09 1.11e+09 0 1983 36 12 0.70 1 1 1 3 1 above 30 0 2 AB+ 1 0 1 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 36
111035899782 7 Master 1.11e+09 1.11e+09 1 1986 33 45 0.85 1 0 1 1 1 above 30 0 3 AB- 1 0 1 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 33
111035909137 4 Diploma 1.11e+09 1.11e+09 1 1985 34 75 0.90 1 1 1 1 1 above 30 0 1 A- 1 0 1 1 1 0 1 1 2 above 12 0 not yet 0 Benign death 34
111035957134 6 Bachelor 1.11e+09 1.11e+09 1 1986 33 73 0.70 1 1 1 1 1 above 30 0 6 O+ 0 1 0 1 1 0 0 1 2 above 12 0 not yet 1 Malignant death 33
111035912102 1 Elementary 1.11e+09 1.11e+09 0 1963 56 65 0.60 1 1 1 2 1 above 30 0 2 AB+ 1 1 1 0 0 1 0 1 1 under 12 2 above 50 1 Malignant death 56
111035990257 2 Middle School 1.11e+09 1.11e+09 1 1997 22 20 0.10 1 1 1 1 1 above 30 0 7 O- 1 0 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 22
111035898347 0 Illiterate 1.11e+09 1.11e+09 1 1974 45 76 0.80 1 0 1 1 1 above 30 0 2 AB+ 0 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant death 45
111036007475 1 Elementary 1.11e+09 1.11e+09 0 1987 32 79 0.70 1 1 1 1 1 above 30 0 6 O+ 1 1 1 0 1 1 0 1 2 above 12 0 not yet 1 Malignant death 32
111035972605 1 Elementary 1.11e+09 1.11e+09 1 2005 14 96 0.10 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 0 1 0 0 not yet 0 not yet 1 Malignant death 14
111035937902 1 Elementary 1.11e+09 1.11e+09 1 1988 31 89 0.70 1 1 1 1 1 above 30 0 1 A- 1 1 1 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 31
111035974377 3 High School 1.11e+09 1.11e+09 0 1985 34 89 0.90 1 1 1 1 1 above 30 0 4 B+ 1 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 34
111035915915 1 Elementary 1.11e+09 1.11e+09 1 1988 31 75 0.10 1 1 1 1 1 above 30 0 2 AB+ 1 1 0 0 1 0 1 0 1 under 12 0 not yet 1 Malignant death 31
111035914849 0 Illiterate 1.11e+09 1.11e+09 0 1988 31 55 0.15 1 1 1 4 1 above 30 0 6 O+ 0 1 0 1 0 1 0 1 2 above 12 0 not yet 1 Malignant death 31
111035959451 2 Middle School 1.11e+09 1.11e+09 1 1994 25 65 0.30 1 1 1 1 1 above 30 0 3 AB- 0 1 1 1 0 0 0 1 1 under 12 0 not yet 1 Malignant death 25
111035927010 0 Illiterate 1.11e+09 1.11e+09 1 1997 22 96 0.70 1 0 1 1 1 above 30 0 0 A+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 22
111035982432 2 Middle School 1.11e+09 1.11e+09 1 1987 32 85 0.20 1 1 1 1 1 above 30 0 4 B+ 0 1 0 1 0 1 1 1 1 under 12 0 not yet 0 Benign death 32
111035977482 0 Illiterate 1.11e+09 1.11e+09 0 1990 29 96 0.30 0 0 0 0 0 under 30 0 0 A+ 0 1 1 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 29
111035946875 0 Illiterate 1.11e+09 1.11e+09 0 1984 35 85 0.80 1 1 1 1 1 above 30 1 4 B+ 0 1 0 1 1 0 0 0 2 above 12 0 not yet 1 Malignant death 35
111035967770 0 Illiterate 1.11e+09 1.11e+09 1 1991 28 96 0.70 1 0 1 1 1 above 30 0 4 B+ 0 1 1 1 0 1 0 1 1 under 12 0 not yet 0 Benign death 28
111035896483 3 High School 1.11e+09 1.11e+09 1 1995 24 96 0.10 1 1 1 4 1 above 30 0 3 AB- 0 1 0 1 1 1 0 0 2 above 12 0 not yet 1 Malignant death 24
111035996866 2 Middle School 1.11e+09 1.11e+09 0 2000 19 69 0.90 0 0 0 0 0 under 30 0 4 B+ 0 1 1 0 0 1 1 0 2 above 12 0 not yet 1 Malignant death 19
111035966364 3 High School 1.11e+09 1.11e+09 1 1999 20 71 0.80 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant death 20
111036021422 1 Elementary 1.11e+09 1.11e+09 0 1988 31 65 0.80 1 1 1 1 1 above 30 0 0 A+ 1 1 1 0 0 1 0 0 2 above 12 0 not yet 0 Benign death 31
111035900521 1 Elementary 1.11e+09 1.11e+09 1 2000 19 76 0.80 0 0 0 0 0 under 30 0 2 AB+ 0 1 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 19
111035900037 0 Illiterate 1.11e+09 1.11e+09 0 1998 21 79 0.70 0 0 0 0 0 under 30 0 6 O+ 1 1 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant death 21
111035913487 1 Elementary 1.11e+09 1.11e+09 1 1988 31 96 0.10 1 1 1 3 1 above 30 0 4 B+ 1 1 0 0 0 0 0 0 1 under 12 0 not yet 1 Malignant death 31
111035914721 0 Illiterate 1.11e+09 1.11e+09 1 1964 55 75 0.80 1 1 1 1 1 above 30 0 0 A+ 0 1 1 0 1 1 1 0 1 under 12 2 above 50 0 Benign death 55
111035928007 2 Middle School 1.11e+09 1.11e+09 0 1998 21 89 0.70 1 0 1 1 1 above 30 0 1 A- 1 1 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 21
111035935064 0 Illiterate 1.11e+09 1.11e+09 1 1966 53 89 0.90 1 1 1 4 1 above 30 0 0 A+ 1 1 0 0 0 1 0 1 2 above 12 1 under 50 1 Malignant death 53
111035977980 5 Associate 1.11e+09 1.11e+09 1 1987 32 96 0.50 1 1 1 1 1 above 30 0 4 B+ 0 1 1 1 0 1 0 1 1 under 12 0 not yet 1 Malignant death 32
111035957878 0 Illiterate 1.11e+09 1.11e+09 1 1997 22 75 0.10 1 1 1 3 1 above 30 0 2 AB+ 1 1 0 0 1 1 1 1 2 above 12 0 not yet 1 Malignant death 22
111035974954 2 Middle School 1.11e+09 1.11e+09 0 1971 48 76 0.20 1 1 1 1 1 above 30 0 3 AB- 0 0 0 1 0 0 0 1 1 under 12 0 not yet 1 Malignant death 48
111035964561 4 Diploma 1.11e+09 1.11e+09 0 1991 28 65 0.30 0 0 0 0 0 under 30 0 3 AB- 0 1 1 1 0 1 1 1 1 under 12 0 not yet 0 Benign death 28
111035974485 1 Elementary 1.11e+09 1.11e+09 1 1994 25 96 0.70 1 1 1 5 1 above 30 0 0 A+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign death 25
111035989429 2 Middle School 1.11e+09 1.11e+09 1 1991 28 85 0.80 1 1 1 1 1 above 30 1 2 AB+ 1 1 1 0 0 1 0 0 1 under 12 0 not yet 1 Malignant death 28
111035992557 2 Middle School 1.11e+09 1.11e+09 1 1999 20 74 0.90 1 1 1 1 1 above 30 0 4 B+ 0 0 0 1 1 1 1 1 1 under 12 0 not yet 1 Malignant death 20
111036008858 1 Elementary 1.11e+09 1.11e+09 1 1980 39 85 0.80 1 1 1 4 1 above 30 0 2 AB+ 0 1 1 1 1 0 0 0 1 under 12 0 not yet 1 Malignant death 39
111036026527 2 Middle School 1.11e+09 1.11e+09 1 1999 20 73 0.50 0 0 0 0 0 under 30 0 3 AB- 1 0 0 0 0 1 0 0 2 above 12 0 not yet 1 Malignant death 20
111035911940 4 Diploma 1.11e+09 1.11e+09 1 1982 37 76 0.50 1 1 1 3 1 above 30 0 3 AB- 0 1 1 1 0 1 0 1 1 under 12 0 not yet 0 Benign death 37
111038153388 4 Diploma 1.11e+09 1.11e+09 0 1987 32 75 0.90 1 1 1 1 1 above 30 0 4 B+ 1 0 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign death 32
111035992981 5 Associate 1.11e+09 1.11e+09 0 1992 27 79 0.10 0 0 1 0 0 under 30 0 1 A- 0 1 1 1 1 1 0 0 1 under 12 0 not yet 1 Malignant death 27
111038131332 2 Middle School 1.11e+09 1.11e+09 1 1979 40 84 0.60 1 1 1 0 1 above 30 0 2 AB+ 1 1 0 0 0 1 0 0 1 under 12 0 not yet 0 Benign death 40
111035911185 2 Middle School 1.11e+09 1.11e+09 0 1969 50 6 0.80 1 1 1 1 1 above 30 0 2 AB+ 1 0 1 1 1 1 1 1 2 above 12 1 under 50 1 Malignant death 50
111038163836 1 Elementary 1.11e+09 1.11e+09 0 1974 45 91 0.30 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 45
111035915278 1 Elementary 1.11e+09 1.11e+09 0 1956 63 74 0.30 1 1 1 1 1 above 30 0 6 O+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant death 63
111038168250 4 Diploma 1.11e+09 1.11e+09 1 1986 33 96 0.80 1 1 1 1 1 above 30 1 0 A+ 0 1 0 0 1 0 0 0 1 under 12 0 not yet 1 Malignant death 33
111038180189 1 Elementary 1.11e+09 1.11e+09 0 1983 36 85 0.40 1 1 1 1 1 above 30 0 1 A- 1 0 1 1 1 1 1 1 1 under 12 0 not yet 1 Malignant death 36
111038142157 4 Diploma 1.11e+09 1.11e+09 0 1984 35 74 0.40 1 1 1 3 1 above 30 0 4 B+ 1 1 0 1 1 1 0 1 1 under 12 0 not yet 0 Benign death 35
111038160621 4 Diploma 1.11e+09 1.11e+09 0 1983 36 96 0.60 1 1 1 1 1 above 30 0 2 AB+ 0 0 1 1 1 1 0 1 2 above 12 0 not yet 0 Benign death 36
111038128551 2 Middle School 1.11e+09 1.11e+09 1 1981 38 75 0.80 1 1 1 1 1 above 30 0 7 O- 1 1 1 1 1 0 1 1 1 under 12 0 not yet 1 Malignant death 38
111038170253 1 Elementary 1.11e+09 1.11e+09 1 2012 7 26 0.90 0 0 0 0 0 under 30 0 0 A+ 0 0 1 0 0 1 0 0 0 not yet 0 not yet 1 Malignant death 7
111038159366 1 Elementary 1.11e+09 1.11e+09 0 2011 8 73 0.60 0 0 0 0 0 under 30 0 3 AB- 1 1 1 0 0 1 0 0 0 not yet 0 not yet 1 Malignant death 8
111038171132 1 Elementary 1.11e+09 1.11e+09 1 1985 34 96 0.70 1 1 1 1 1 above 30 0 0 A+ 1 1 0 1 0 0 0 1 1 under 12 0 not yet 1 Malignant death 34
111038143085 4 Diploma 1.11e+09 1.11e+09 0 1984 35 85 0.80 1 1 1 1 1 above 30 0 2 AB+ 0 0 1 1 1 1 0 1 2 above 12 0 not yet 0 Benign death 35
111038154939 2 Middle School 1.11e+09 1.11e+09 1 1996 23 96 0.70 1 1 1 3 1 above 30 0 4 B+ 1 1 1 0 0 1 1 1 2 above 12 0 not yet 0 Benign death 23
111038135129 3 High School 1.11e+09 1.11e+09 0 2003 16 83 0.60 1 1 1 1 1 above 30 0 2 AB+ 0 0 0 0 0 0 0 0 0 not yet 0 not yet 0 Benign death 16
111038130135 1 Elementary 1.11e+09 1.11e+09 0 1988 31 74 0.60 1 1 1 3 1 above 30 0 0 A+ 1 1 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant death 31
111038156236 1 Elementary 1.11e+09 1.11e+09 0 2011 8 86 0.60 0 0 0 0 0 under 30 0 3 AB- 0 1 1 1 0 0 1 0 0 not yet 0 not yet 1 Malignant death 8
111038160715 6 Bachelor 1.11e+09 1.11e+09 0 1991 28 61 0.20 1 1 1 3 1 above 30 0 6 O+ 0 0 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant death 28
111038156953 2 Middle School 1.11e+09 1.11e+09 0 1976 43 87 0.80 1 1 1 1 1 above 30 0 1 A- 0 0 1 0 0 0 0 1 2 above 12 0 not yet 0 Benign death 43
111038145263 6 Bachelor 1.11e+09 1.11e+09 1 1987 32 65 0.70 1 1 1 3 1 above 30 0 6 O+ 0 1 1 0 0 1 0 0 1 under 12 0 not yet 0 Benign death 32
111035915322 0 Illiterate 1.11e+09 1.11e+09 1 2009 10 84 0.70 0 0 0 0 0 under 30 0 7 O- 1 1 0 1 1 1 1 0 0 not yet 0 not yet 1 Malignant death 10
111035917579 1 Elementary 1.11e+09 1.11e+09 0 1996 23 86 0.90 0 0 0 0 0 under 30 0 6 O+ 0 1 1 0 1 1 0 1 0 not yet 0 not yet 1 Malignant death 23
111038138356 3 High School 1.11e+09 1.11e+09 0 1990 29 70 0.20 1 0 1 1 1 above 30 0 0 A+ 1 0 1 0 0 1 0 0 2 above 12 0 not yet 1 Malignant recovered 29
111038160121 4 Diploma 1.11e+09 1.11e+09 1 1989 30 78 0.50 1 0 1 2 1 above 30 0 2 AB+ 0 0 0 0 0 1 0 1 2 above 12 0 not yet 0 Benign recovered 30
111038126993 5 Associate 1.11e+09 1.11e+09 0 1991 28 80 0.90 0 0 1 2 1 above 30 0 2 AB+ 0 1 1 0 0 0 1 0 1 under 12 0 not yet 0 Benign recovered 28
111038163257 0 Illiterate 1.11e+09 1.11e+09 1 1944 75 85 0.40 1 0 0 0 1 above 30 1 1 A- 1 0 0 1 1 0 0 1 2 above 12 2 above 50 1 Malignant recovered 75
111038136311 3 High School 1.11e+09 1.11e+09 0 1980 39 86 0.10 1 0 1 2 1 above 30 0 3 AB- 0 1 1 0 1 1 0 1 1 under 12 0 not yet 0 Benign recovered 39
111038177002 6 Bachelor 1.11e+09 1.11e+09 1 1985 34 75 0.01 1 0 1 1 1 above 30 0 4 B+ 0 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 34
111038163857 2 Middle School 1.11e+09 1.11e+09 1 1999 20 65 0.90 0 0 0 0 0 under 30 0 2 AB+ 1 0 0 0 0 1 0 0 1 under 12 0 not yet 0 Benign recovered 20
111038125943 4 Diploma 1.11e+09 1.11e+09 1 1985 34 89 0.80 1 1 1 2 1 above 30 0 4 B+ 0 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 34
111038168040 1 Elementary 1.11e+09 1.11e+09 0 1992 27 69 0.60 0 0 1 1 1 above 30 0 2 AB+ 0 0 1 1 0 0 0 0 2 above 12 0 not yet 0 Benign recovered 27
111038134045 1 Elementary 1.11e+09 1.11e+09 0 2005 14 30 0.50 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant recovered 14
111038144743 4 Diploma 1.11e+09 1.11e+09 0 1989 30 84 0.70 1 0 1 1 1 above 30 0 3 AB- 0 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign recovered 30
111038175847 4 Diploma 1.11e+09 1.11e+09 0 1979 40 81 0.60 1 1 1 1 1 above 30 0 0 A+ 0 1 1 1 1 0 0 1 2 above 12 0 not yet 1 Malignant recovered 40
111038147881 6 Bachelor 1.11e+09 1.11e+09 1 1987 32 96 0.50 1 1 1 1 1 above 30 0 4 B+ 1 1 0 0 0 1 0 0 2 above 12 0 not yet 1 Malignant recovered 32
111038183096 0 Illiterate 1.11e+09 1.11e+09 0 1971 48 96 0.80 1 1 1 4 1 above 30 0 3 AB- 1 1 1 0 0 0 0 1 2 above 12 1 under 50 0 Benign recovered 48
111038136340 1 Elementary 1.11e+09 1.11e+09 1 1985 34 89 0.10 0 0 1 2 1 above 30 0 5 B- 1 1 1 1 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 34
111038172765 2 Middle School 1.11e+09 1.11e+09 0 1965 54 89 0.20 1 1 1 2 1 above 30 1 0 A+ 0 0 0 0 0 1 1 1 2 above 12 2 above 50 0 Benign recovered 54
111038168814 6 Bachelor 1.11e+09 1.11e+09 0 1988 31 92 0.30 0 0 1 1 1 above 30 0 3 AB- 0 1 1 0 0 1 0 0 2 above 12 0 not yet 0 Benign recovered 31
111038156840 1 Elementary 1.11e+09 1.11e+09 0 1976 43 92 0.60 1 1 1 1 1 above 30 0 0 A+ 1 1 0 0 0 0 0 0 1 under 12 0 not yet 1 Malignant recovered 43
111038126704 2 Middle School 1.11e+09 1.11e+09 0 1988 31 86 0.50 1 1 1 1 1 above 30 0 4 B+ 1 1 0 1 1 1 0 0 1 under 12 0 not yet 0 Benign recovered 31
111038129474 1 Elementary 1.11e+09 1.11e+09 1 2000 19 36 0.40 0 0 0 0 0 under 30 0 4 B+ 1 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 19
111038130014 0 Illiterate 1.11e+09 1.11e+09 0 1995 24 71 0.90 0 0 1 5 1 above 30 0 2 AB+ 0 1 0 0 0 0 0 0 1 under 12 0 not yet 0 Benign recovered 24
111038137127 4 Diploma 1.11e+09 1.11e+09 0 1987 32 88 0.20 1 1 1 2 1 above 30 0 1 A- 0 1 0 1 0 0 1 1 1 under 12 0 not yet 1 Malignant recovered 32
111038130479 4 Diploma 1.11e+09 1.11e+09 1 1985 34 92 0.30 1 1 1 1 1 above 30 0 4 B+ 0 1 1 0 0 0 0 1 2 above 12 0 not yet 0 Benign recovered 34
111038140808 0 Illiterate 1.11e+09 1.11e+09 0 1947 72 69 0.90 1 1 1 7 1 above 30 0 3 AB- 0 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant recovered 72
111038131355 2 Middle School 1.11e+09 1.11e+09 1 1957 62 71 0.80 0 0 1 6 1 above 30 0 0 A+ 1 1 1 0 1 0 0 0 2 above 12 2 above 50 1 Malignant recovered 62
111038157809 4 Diploma 1.11e+09 1.11e+09 0 1993 26 74 0.90 1 0 1 1 1 above 30 0 1 A- 1 1 0 0 0 0 0 1 1 under 12 0 not yet 0 Benign recovered 26
111038182154 2 Middle School 1.11e+09 1.11e+09 1 2001 18 86 0.80 0 0 0 0 0 under 30 1 7 O- 1 0 0 0 1 1 0 1 1 under 12 0 not yet 1 Malignant recovered 18
111038162348 4 Diploma 1.11e+09 1.11e+09 0 1990 29 98 0.90 1 0 1 1 1 above 30 0 6 O+ 0 1 0 1 0 0 1 0 2 above 12 0 not yet 0 Benign recovered 29
111038160245 2 Middle School 1.11e+09 1.11e+09 1 1979 40 71 1.10 1 1 1 2 1 above 30 0 3 AB- 1 1 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant recovered 40
111038118863 4 Diploma 1.11e+09 1.11e+09 1 1987 32 75 0.20 1 0 1 1 1 above 30 0 2 AB+ 1 0 1 0 0 1 0 1 1 under 12 0 not yet 1 Malignant recovered 32
111038128414 5 Associate 1.11e+09 1.11e+09 1 1991 28 65 1.20 1 1 1 1 1 above 30 0 5 B- 0 1 0 0 0 0 0 0 2 above 12 0 not yet 0 Benign recovered 28
111038144951 2 Middle School 1.11e+09 1.11e+09 0 2005 14 96 0.80 0 0 0 0 0 under 30 1 2 AB+ 0 1 1 0 1 1 0 1 1 under 12 0 not yet 0 Benign recovered 14
111038169475 4 Diploma 1.11e+09 1.11e+09 0 1985 34 76 0.80 1 1 1 2 1 above 30 0 2 AB+ 0 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 34
111038153656 0 Illiterate 1.11e+09 1.11e+09 0 1953 66 96 0.10 1 1 1 4 1 above 30 0 4 B+ 1 1 0 0 0 0 0 0 1 under 12 2 above 50 0 Benign recovered 66
111038147364 5 Associate 1.11e+09 1.11e+09 0 1970 49 75 0.10 1 1 1 3 1 above 30 0 2 AB+ 1 1 0 0 1 0 1 1 0 not yet 0 not yet 0 Benign recovered 49
111038177579 6 Bachelor 1.11e+09 1.11e+09 0 1989 30 65 0.30 1 0 1 1 1 above 30 0 6 O+ 0 1 1 1 0 0 0 1 1 under 12 0 not yet 1 Malignant recovered 30
111038127069 3 High School 1.11e+09 1.11e+09 0 1990 29 89 0.70 0 0 1 1 1 above 30 0 4 B+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 0 Benign recovered 29
111038173111 4 Diploma 1.11e+09 1.11e+09 0 1971 48 89 0.90 1 1 1 2 1 above 30 0 1 A- 1 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 48
111038178372 1 Elementary 1.11e+09 1.11e+09 1 1954 65 85 0.80 1 1 1 6 1 above 30 0 0 A+ 1 1 1 0 0 0 0 0 2 above 12 1 under 50 1 Malignant recovered 65
111038147763 2 Middle School 1.11e+09 1.11e+09 0 2005 14 96 0.60 0 0 0 0 0 under 30 0 2 AB+ 1 1 1 0 0 1 0 0 1 under 12 0 not yet 1 Malignant recovered 14
111038154926 0 Illiterate 1.11e+09 1.11e+09 0 1962 57 89 0.40 1 1 1 2 1 above 30 0 3 AB- 0 1 1 0 0 0 1 0 2 above 12 0 not yet 1 Malignant recovered 57
111038173168 1 Elementary 1.11e+09 1.11e+09 1 2011 8 22 0.50 0 0 0 0 0 under 30 0 0 A+ 1 0 0 1 0 0 0 1 0 not yet 0 not yet 0 Benign recovered 8
111038177979 4 Diploma 1.11e+09 1.11e+09 1 1981 38 86 0.60 1 1 1 2 1 above 30 0 1 A- 0 0 0 0 0 1 0 0 2 above 12 0 not yet 1 Malignant recovered 38
111038146804 1 Elementary 1.11e+09 1.11e+09 0 1978 41 65 0.60 1 1 1 5 1 above 30 1 4 B+ 1 1 1 0 1 1 0 1 2 above 12 1 under 50 1 Malignant recovered 41
111038177812 1 Elementary 1.11e+09 1.11e+09 0 2004 15 73 0.50 0 0 0 0 0 under 30 0 0 A+ 1 0 0 0 0 0 0 0 1 under 12 0 not yet 0 Benign recovered 15
111038130038 6 Bachelor 1.11e+09 1.11e+09 1 1995 24 76 0.80 1 0 1 1 1 above 30 0 3 AB- 0 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 24
111038133854 4 Diploma 1.11e+09 1.11e+09 0 1988 31 84 0.40 1 1 1 2 1 above 30 0 0 A+ 1 1 0 0 1 1 0 0 1 under 12 0 not yet 1 Malignant recovered 31
111038131136 0 Illiterate 1.11e+09 1.11e+09 0 1960 59 86 0.70 1 0 1 2 1 above 30 0 2 AB+ 0 0 1 0 0 0 0 0 2 above 12 1 under 50 0 Benign recovered 59
111038147041 4 Diploma 1.11e+09 1.11e+09 0 1979 40 76 0.80 1 1 1 1 1 above 30 0 4 B+ 1 1 1 0 0 1 1 1 2 above 12 0 not yet 0 Benign recovered 40
111038171220 4 Diploma 1.11e+09 1.11e+09 1 1992 27 84 0.90 0 0 1 2 1 above 30 0 2 AB+ 1 0 0 0 1 0 0 0 2 above 12 0 not yet 0 Benign recovered 27
111038134135 0 Illiterate 1.11e+09 1.11e+09 0 1992 27 89 0.10 1 0 1 2 1 above 30 0 4 B+ 1 1 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign recovered 27
111038167285 2 Middle School 1.11e+09 1.11e+09 0 1970 49 83 0.30 1 1 1 2 1 above 30 0 6 O+ 1 1 1 0 1 1 1 1 1 under 12 1 under 50 1 Malignant recovered 49
111038128698 5 Associate 1.11e+09 1.11e+09 0 1991 28 65 0.80 1 0 1 1 1 above 30 0 2 AB+ 0 1 0 1 0 0 0 0 2 above 12 0 not yet 0 Benign recovered 28
111038124916 1 Elementary 1.11e+09 1.11e+09 1 1948 71 79 0.10 1 1 1 5 1 above 30 0 0 A+ 0 1 1 1 1 0 0 1 1 under 12 1 under 50 1 Malignant recovered 71
111038162891 4 Diploma 1.11e+09 1.11e+09 0 1987 32 96 0.20 0 0 1 2 1 above 30 0 1 A- 1 1 0 0 0 0 1 1 1 under 12 0 not yet 1 Malignant recovered 32
111038152899 2 Middle School 1.11e+09 1.11e+09 1 1985 34 85 0.80 1 0 1 3 1 above 30 1 5 B- 1 0 1 1 1 0 0 1 2 above 12 0 not yet 1 Malignant recovered 34
111038136632 2 Middle School 1.11e+09 1.11e+09 1 1971 48 74 0.30 1 1 1 2 1 above 30 0 7 O- 1 1 1 0 0 0 1 1 2 above 12 1 under 50 1 Malignant recovered 48
111038158249 5 Associate 1.11e+09 1.11e+09 1 1988 31 85 0.60 1 0 1 3 1 above 30 0 6 O+ 1 0 1 0 0 1 1 0 1 under 12 0 not yet 0 Benign recovered 31
111038146516 4 Diploma 1.11e+09 1.11e+09 0 1983 36 85 0.40 1 1 1 2 1 above 30 0 0 A+ 1 0 1 1 1 1 0 0 1 under 12 0 not yet 1 Malignant recovered 36
111038141959 0 Illiterate 1.11e+09 1.11e+09 1 1986 33 74 0.40 1 1 1 3 1 above 30 0 1 A- 1 1 0 1 1 0 0 1 2 above 12 0 not yet 0 Benign recovered 33
111038126708 4 Diploma 1.11e+09 1.11e+09 1 1967 52 96 0.70 1 1 1 2 1 above 30 0 1 A- 1 1 1 0 0 1 0 1 1 under 12 1 under 50 1 Malignant recovered 52
111038160303 4 Diploma 1.11e+09 1.11e+09 0 1965 54 85 0.90 1 1 1 1 1 above 30 0 7 O- 0 0 1 0 0 0 0 0 1 under 12 1 under 50 1 Malignant recovered 54
111038183212 0 Illiterate 1.11e+09 1.11e+09 1 1998 21 73 0.60 0 0 0 3 1 above 30 0 6 O+ 1 1 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant recovered 21
111038158993 4 Diploma 1.11e+09 1.11e+09 0 1968 51 83 0.60 1 1 1 2 1 above 30 0 4 B+ 0 0 0 0 0 1 0 0 2 above 12 1 under 50 0 Benign recovered 51
111038134811 4 Diploma 1.11e+09 1.11e+09 1 1981 38 74 0.60 1 1 1 2 1 above 30 0 2 AB+ 1 1 1 1 1 0 1 1 1 under 12 0 not yet 0 Benign recovered 38
111038158142 2 Middle School 1.11e+09 1.11e+09 1 1972 47 94 0.30 0 0 0 3 1 above 30 0 1 A- 1 1 0 0 0 0 0 1 2 above 12 0 not yet 0 Benign recovered 47
111038137377 6 Bachelor 1.11e+09 1.11e+09 0 1988 31 56 0.70 1 0 1 3 1 above 30 0 3 AB- 0 1 0 0 0 1 1 1 2 above 12 0 not yet 0 Benign recovered 31
111038138337 6 Bachelor 1.11e+09 1.11e+09 1 1990 29 75 0.90 1 0 1 2 1 above 30 0 0 A+ 1 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 29
111038164575 4 Diploma 1.11e+09 1.11e+09 0 1993 26 69 0.40 1 0 0 0 0 under 30 0 1 A- 0 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant recovered 26
111038160046 4 Diploma 1.11e+09 1.11e+09 1 1986 33 86 0.80 1 1 1 2 1 above 30 0 6 O+ 0 1 0 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 33
111038147320 5 Associate 1.11e+09 1.11e+09 1 1984 35 96 0.80 1 0 1 2 1 above 30 0 3 AB- 1 0 1 1 0 1 1 1 2 above 12 0 not yet 0 Benign recovered 35
111038133179 4 Diploma 1.11e+09 1.11e+09 1 1984 35 75 0.90 1 1 1 2 1 above 30 0 2 AB+ 1 0 1 0 0 0 0 1 2 above 12 0 not yet 0 Benign recovered 35
111038124302 1 Elementary 1.11e+09 1.11e+09 0 1989 30 75 0.60 1 0 1 2 1 above 30 0 2 AB+ 1 1 1 0 0 0 1 0 2 above 12 0 not yet 0 Benign recovered 30
111038175292 4 Diploma 1.11e+09 1.11e+09 1 1986 33 55 0.60 1 0 1 1 1 above 30 0 2 AB+ 1 1 1 0 0 0 1 1 2 above 12 0 not yet 0 Benign recovered 33
111038147598 2 Middle School 1.11e+09 1.11e+09 0 1961 58 65 0.70 1 1 1 2 1 above 30 0 1 A- 0 1 1 0 0 1 0 0 1 under 12 0 not yet 1 Malignant recovered 58
111038172146 0 Illiterate 1.11e+09 1.11e+09 1 1966 53 73 0.70 1 1 1 3 1 above 30 0 1 A- 1 1 0 0 0 0 0 1 2 above 12 1 under 50 1 Malignant recovered 53
111038166430 0 Illiterate 1.11e+09 1.11e+09 0 1944 75 85 0.60 1 1 1 5 1 above 30 0 3 AB- 0 1 1 0 1 0 0 1 1 under 12 2 above 50 0 Benign recovered 75
111038150840 4 Diploma 1.11e+09 1.11e+09 1 1998 21 93 0.10 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 21
111038163938 5 Associate 1.11e+09 1.11e+09 1 1987 32 63 0.60 0 0 1 2 1 above 30 0 1 A- 1 1 0 0 0 1 1 1 2 above 12 0 not yet 1 Malignant recovered 32
111038153462 2 Middle School 1.11e+09 1.11e+09 0 1982 37 87 0.70 0 0 1 2 1 above 30 0 4 B+ 1 0 1 0 0 0 0 0 1 under 12 0 not yet 0 Benign recovered 37
111038148123 0 Illiterate 1.11e+09 1.11e+09 1 1978 41 63 0.80 1 1 1 3 1 above 30 0 2 AB+ 1 1 1 0 0 0 0 1 1 under 12 0 not yet 1 Malignant recovered 41
111038132406 3 High School 1.11e+09 1.11e+09 1 2002 17 61 0.20 0 0 1 1 1 above 30 0 7 O- 0 0 0 0 0 1 0 1 2 above 12 0 not yet 0 Benign recovered 17
111038172589 4 Diploma 1.11e+09 1.11e+09 1 1990 29 45 0.90 1 0 1 1 1 above 30 0 6 O+ 1 1 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant recovered 29
111038133057 4 Diploma 1.11e+09 1.11e+09 0 1990 29 96 0.60 1 0 1 1 1 above 30 0 6 O+ 1 1 1 0 1 0 1 0 2 above 12 0 not yet 0 Benign recovered 29
111038144335 2 Middle School 1.11e+09 1.11e+09 1 1986 33 85 0.80 1 1 1 1 1 above 30 1 0 A+ 0 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 33
111038123482 4 Diploma 1.11e+09 1.11e+09 1 1988 31 86 0.70 1 0 1 2 1 above 30 0 1 A- 1 1 1 1 0 0 0 1 2 above 12 0 not yet 0 Benign recovered 31
111038123187 1 Elementary 1.11e+09 1.11e+09 0 1966 53 89 0.90 1 1 1 1 1 above 30 0 3 AB- 0 1 1 0 0 1 0 1 2 above 12 2 above 50 1 Malignant recovered 53
111038159373 3 High School 1.11e+09 1.11e+09 0 1966 53 87 0.80 1 1 1 2 1 above 30 0 2 AB+ 0 0 1 0 0 0 1 1 1 under 12 2 above 50 0 Benign recovered 53
111038165316 2 Middle School 1.11e+09 1.11e+09 0 1982 37 83 0.60 1 1 1 2 1 above 30 0 7 O- 1 1 1 0 0 0 0 0 2 above 12 0 not yet 0 Benign recovered 37
111038182488 4 Diploma 1.11e+09 1.11e+09 1 1996 23 75 0.80 0 0 1 1 1 above 30 0 6 O+ 1 0 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant recovered 23
111038135191 3 High School 1.11e+09 1.11e+09 1 2002 17 91 0.70 0 0 0 0 0 under 30 0 3 AB- 0 1 1 1 1 0 0 0 1 under 12 0 not yet 0 Benign recovered 17
111038141479 0 Illiterate 1.11e+09 1.11e+09 0 1989 30 83 0.90 1 0 1 2 1 above 30 0 0 A+ 1 0 1 1 1 1 1 1 2 above 12 0 not yet 1 Malignant recovered 30
111038121766 1 Elementary 1.11e+09 1.11e+09 0 1981 38 86 0.70 0 0 0 3 1 above 30 0 1 A- 1 1 0 0 0 0 0 0 1 under 12 0 not yet 1 Malignant recovered 38
111038178002 2 Middle School 1.11e+09 1.11e+09 1 1982 37 87 0.80 1 1 1 2 1 above 30 0 4 B+ 1 1 0 0 0 1 0 1 2 above 12 0 not yet 0 Benign recovered 37
111038157751 5 Associate 1.11e+09 1.11e+09 0 1981 38 56 0.40 1 1 1 3 1 above 30 0 2 AB+ 1 1 1 0 0 0 1 0 2 above 12 0 not yet 1 Malignant recovered 38
111038157861 1 Elementary 1.11e+09 1.11e+09 1 1981 38 96 0.30 1 1 1 2 1 above 30 0 4 B+ 0 1 0 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 38
111038118755 4 Diploma 1.11e+09 1.11e+09 0 1997 22 83 0.70 1 1 1 1 1 above 30 0 2 AB+ 1 1 1 0 0 0 0 1 2 above 12 0 not yet 0 Benign recovered 22
111038140005 2 Middle School 1.11e+09 1.11e+09 0 1970 49 81 0.60 1 0 1 2 1 above 30 0 7 O- 1 1 0 0 0 0 0 1 1 under 12 1 under 50 1 Malignant recovered 49
111038154392 0 Illiterate 1.11e+09 1.11e+09 0 1962 57 96 0.30 1 1 1 3 1 above 30 1 1 A- 0 1 1 0 0 0 0 1 1 under 12 2 above 50 1 Malignant recovered 57
111038143178 3 High School 1.11e+09 1.11e+09 0 2002 17 65 0.80 0 0 0 0 0 under 30 0 5 B- 1 0 1 0 0 1 0 0 2 above 12 0 not yet 0 Benign recovered 17
111038163100 2 Middle School 1.11e+09 1.11e+09 1 1985 34 85 0.10 1 0 1 2 1 above 30 0 2 AB+ 1 0 0 0 0 0 1 0 1 under 12 0 not yet 1 Malignant recovered 34
111038118666 0 Illiterate 1.11e+09 1.11e+09 0 1992 27 78 0.40 1 0 1 1 1 above 30 1 7 O- 0 0 1 0 0 1 0 1 2 above 12 0 not yet 1 Malignant recovered 27
111038179527 4 Diploma 1.11e+09 1.11e+09 1 1978 41 62 0.30 1 1 1 1 1 above 30 0 6 O+ 1 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 41
111038150281 2 Middle School 1.11e+09 1.11e+09 0 1975 44 52 0.80 1 0 0 0 0 under 30 0 3 AB- 1 0 1 1 1 0 0 0 1 under 12 0 not yet 0 Benign recovered 44
111038179124 4 Diploma 1.11e+09 1.11e+09 1 1994 25 65 0.40 1 0 0 0 0 under 30 0 0 A+ 1 1 0 0 1 0 0 1 2 above 12 0 not yet 1 Malignant recovered 25
111038160919 3 High School 1.11e+09 1.11e+09 0 1978 41 96 0.10 1 1 1 1 1 above 30 0 6 O+ 0 1 1 1 1 1 0 0 2 above 12 0 not yet 1 Malignant recovered 41
111038147233 2 Middle School 1.11e+09 1.11e+09 1 1990 29 78 0.80 0 0 0 0 0 under 30 0 4 B+ 1 1 1 0 0 0 1 0 1 under 12 0 not yet 0 Benign recovered 29
111038145839 2 Middle School 1.11e+09 1.11e+09 1 1963 56 63 0.30 1 1 1 3 1 above 30 0 3 AB- 0 1 1 0 0 1 0 0 2 above 12 1 under 50 1 Malignant recovered 56
111038143558 2 Middle School 1.11e+09 1.11e+09 1 1972 47 45 0.80 1 1 1 2 1 above 30 0 7 O- 1 1 1 0 0 0 0 1 1 under 12 0 not yet 0 Benign recovered 47
111038132291 4 Diploma 1.11e+09 1.11e+09 0 1972 47 63 0.90 1 1 1 2 1 above 30 0 0 A+ 0 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 47
111038137160 3 High School 1.11e+09 1.11e+09 0 1992 27 96 0.80 1 0 1 1 1 above 30 0 2 AB+ 1 0 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant recovered 27
111038134301 1 Elementary 1.11e+09 1.11e+09 1 1970 49 85 0.50 1 1 1 3 1 above 30 0 0 A+ 0 0 1 0 0 0 1 0 2 above 12 0 not yet 0 Benign recovered 49
111038152747 4 Diploma 1.11e+09 1.11e+09 0 1987 32 74 0.30 1 0 1 2 1 above 30 0 1 A- 1 1 0 0 0 0 0 1 1 under 12 0 not yet 1 Malignant recovered 32
111038121417 4 Diploma 1.11e+09 1.11e+09 0 1986 33 82 0.10 1 0 1 2 1 above 30 0 2 AB+ 0 0 1 0 0 0 0 0 2 above 12 0 not yet 0 Benign recovered 33
111038140378 3 High School 1.11e+09 1.11e+09 0 1971 48 91 0.10 1 1 1 2 1 above 30 1 2 AB+ 1 0 0 0 0 0 0 0 1 under 12 0 not yet 0 Benign recovered 48
111038139565 1 Elementary 1.11e+09 1.11e+09 1 1978 41 86 0.40 1 1 1 3 1 above 30 0 0 A+ 0 0 1 0 0 0 0 1 2 above 12 0 not yet 0 Benign recovered 41
111038174386 4 Diploma 1.11e+09 1.11e+09 0 1998 21 96 0.20 0 0 0 0 0 under 30 0 6 O+ 1 0 1 0 1 1 0 1 1 under 12 0 not yet 1 Malignant recovered 21
111038134123 0 Illiterate 1.11e+09 1.11e+09 1 1969 50 100 0.10 1 1 1 4 1 above 30 0 3 AB- 0 1 1 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 50
111038125788 1 Elementary 1.11e+09 1.11e+09 0 1966 53 56 0.90 1 1 1 2 1 above 30 0 0 A+ 1 0 0 0 0 1 0 1 1 under 12 1 under 50 1 Malignant recovered 53
111038122591 2 Middle School 1.11e+09 1.11e+09 1 1983 36 78 0.60 1 1 1 2 1 above 30 0 4 B+ 0 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 36
111038136926 2 Middle School 1.11e+09 1.11e+09 0 1971 48 85 0.30 1 1 1 3 1 above 30 0 2 AB+ 0 1 0 0 1 1 0 0 1 under 12 0 not yet 1 Malignant recovered 48
111038148764 1 Elementary 1.11e+09 1.11e+09 0 2000 19 96 0.10 0 0 0 0 0 under 30 0 1 A- 1 0 1 0 0 0 0 0 2 above 12 0 not yet 0 Benign recovered 19
111038168459 4 Diploma 1.11e+09 1.11e+09 1 1977 42 75 0.60 1 0 1 2 1 above 30 0 6 O+ 1 0 0 0 0 0 0 0 2 above 12 0 not yet 1 Malignant recovered 42
111038141867 4 Diploma 1.11e+09 1.11e+09 1 1986 33 63 0.30 1 0 1 2 1 above 30 1 2 AB+ 1 0 1 0 1 0 0 0 2 above 12 0 not yet 0 Benign recovered 33
111038166509 1 Elementary 1.11e+09 1.11e+09 1 1958 61 75 0.70 1 1 1 3 1 above 30 0 3 AB- 1 0 0 1 0 1 0 0 2 above 12 2 above 50 1 Malignant recovered 61
111038176714 4 Diploma 1.11e+09 1.11e+09 0 1976 43 85 0.50 1 1 1 3 1 above 30 0 0 A+ 1 0 1 0 1 0 0 0 1 under 12 0 not yet 0 Benign recovered 43
111038123173 0 Illiterate 1.11e+09 1.11e+09 1 1989 30 96 0.80 1 0 1 1 1 above 30 0 7 O- 1 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant recovered 30
111038160676 1 Elementary 1.11e+09 1.11e+09 0 1995 24 69 0.30 1 0 0 0 0 under 30 0 0 A+ 0 1 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign recovered 24
111038181190 1 Elementary 1.11e+09 1.11e+09 0 2003 16 79 0.50 0 0 0 0 0 under 30 0 3 AB- 1 1 0 0 0 0 0 1 2 above 12 0 not yet 1 Malignant recovered 16
111038163288 4 Diploma 1.11e+09 1.11e+09 1 1990 29 77 0.90 1 0 1 1 1 above 30 1 0 A+ 0 1 0 0 0 1 0 0 1 under 12 0 not yet 0 Benign under treatment 29
111038152771 3 High School 1.11e+09 1.11e+09 0 1982 37 96 0.50 0 0 0 0 0 under 30 0 4 B+ 0 0 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 37
111038175699 2 Middle School 1.11e+09 1.11e+09 1 1986 33 89 0.90 0 0 0 0 0 under 30 0 2 AB+ 1 1 1 0 0 0 0 1 2 above 12 0 not yet 0 Benign under treatment 33
111038141164 3 High School 1.11e+09 1.11e+09 1 1956 63 88 0.40 1 1 1 5 1 above 30 1 0 A+ 0 0 1 1 0 1 1 1 1 under 12 2 above 50 1 Malignant under treatment 63
111038158630 1 Elementary 1.11e+09 1.11e+09 0 1994 25 76 0.50 1 0 1 3 1 above 30 0 0 A+ 1 0 0 1 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 25
111038159365 2 Middle School 1.11e+09 1.11e+09 0 1978 41 83 0.90 1 1 1 3 1 above 30 0 4 B+ 1 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant under treatment 41
111038161451 4 Diploma 1.11e+09 1.11e+09 1 1983 36 89 0.90 0 0 0 0 0 under 30 0 0 A+ 0 0 0 0 0 0 0 1 1 under 12 0 not yet 1 Malignant under treatment 36
111038132328 0 Illiterate 1.11e+09 1.11e+09 0 1960 59 78 0.80 1 1 1 2 1 above 30 1 4 B+ 1 0 0 0 0 1 0 1 1 under 12 1 under 50 0 Benign under treatment 59
111038144958 4 Diploma 1.11e+09 1.11e+09 1 1989 30 69 0.60 0 0 0 0 0 under 30 0 2 AB+ 0 1 0 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 30
111038181903 2 Middle School 1.11e+09 1.11e+09 1 1980 39 71 0.50 0 0 0 0 0 under 30 0 4 B+ 1 1 0 1 0 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 39
111038130561 6 Bachelor 1.11e+09 1.11e+09 0 1987 32 74 0.80 1 1 1 2 1 above 30 1 3 AB- 1 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 32
111038162442 0 Illiterate 1.11e+09 1.11e+09 1 1997 22 75 0.70 1 0 1 2 0 under 30 0 0 A+ 1 0 0 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 22
111038147052 4 Diploma 1.11e+09 1.11e+09 0 1995 24 76 0.60 0 0 0 0 0 under 30 0 0 A+ 1 1 1 1 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 24
111038135771 4 Diploma 1.11e+09 1.11e+09 0 1974 45 79 0.60 1 1 1 2 0 under 30 0 5 B- 1 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 45
111038140195 1 Elementary 1.11e+09 1.11e+09 1 1974 45 39 0.80 0 0 0 0 0 under 30 0 0 A+ 0 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 45
111038155632 0 Illiterate 1.11e+09 1.11e+09 1 1944 75 84 0.70 1 1 1 1 1 above 30 0 0 A+ 1 0 1 1 0 1 1 0 1 under 12 0 not yet 0 Benign under treatment 75
111038159667 4 Diploma 1.11e+09 1.11e+09 1 1980 39 86 0.90 1 1 1 2 0 under 30 0 5 B- 1 1 0 1 1 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 39
111038178448 4 Diploma 1.11e+09 1.11e+09 0 1988 31 76 0.20 1 1 1 1 0 under 30 0 3 AB- 0 0 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 31
111038155283 3 High School 1.11e+09 1.11e+09 1 1988 31 84 0.30 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 31
111038151566 6 Bachelor 1.11e+09 1.11e+09 1 1986 33 89 0.60 1 0 1 1 0 under 30 0 1 A- 1 0 1 0 0 1 1 0 2 above 12 0 not yet 0 Benign under treatment 33
111038162984 4 Diploma 1.11e+09 1.11e+09 0 1992 27 25 0.30 1 0 1 1 0 under 30 0 4 B+ 0 1 0 0 0 0 0 0 1 under 12 0 not yet 1 Malignant under treatment 27
111038167808 2 Middle School 1.11e+09 1.11e+09 1 1982 37 22 0.40 1 0 1 1 0 under 30 0 2 AB+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 37
111038119964 5 Associate 1.11e+09 1.11e+09 0 1977 42 86 0.30 1 0 1 2 0 under 30 1 1 A- 0 1 0 0 1 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 42
111038172011 2 Middle School 1.11e+09 1.11e+09 1 2003 16 73 0.70 1 0 1 1 0 under 30 0 6 O+ 1 0 1 1 1 1 0 0 2 above 12 0 not yet 0 Benign under treatment 16
111038141937 4 Diploma 1.11e+09 1.11e+09 0 1981 38 65 0.60 1 0 1 1 1 above 30 1 2 AB+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 38
111038121405 1 Elementary 1.11e+09 1.11e+09 0 1970 49 65 0.80 1 1 1 4 1 above 30 1 0 A+ 1 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 49
111038159613 2 Middle School 1.11e+09 1.11e+09 0 1989 30 74 0.10 0 0 0 0 0 under 30 0 1 A- 0 1 1 0 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 30
111038146174 3 High School 1.11e+09 1.11e+09 1 1988 31 85 0.20 1 0 1 1 0 under 30 0 4 B+ 1 0 1 0 0 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 31
111038182675 4 Diploma 1.11e+09 1.11e+09 0 1958 61 96 0.30 1 0 1 1 0 under 30 0 2 AB+ 1 1 0 0 1 1 1 0 1 under 12 0 not yet 0 Benign under treatment 61
111038129231 0 Illiterate 1.11e+09 1.11e+09 1 1951 68 85 0.80 0 0 0 0 0 under 30 0 4 B+ 0 0 1 1 0 1 0 1 2 above 12 0 not yet 0 Benign under treatment 68
111038120648 0 Illiterate 1.11e+09 1.11e+09 0 1954 65 74 0.40 0 0 0 0 0 under 30 0 4 B+ 1 1 1 1 0 0 1 1 1 under 12 2 above 50 0 Benign under treatment 65
111038130544 6 Bachelor 1.11e+09 1.11e+09 1 1991 28 76 0.80 1 1 1 1 1 above 30 1 2 AB+ 1 0 0 0 0 1 1 1 1 under 12 1 under 50 0 Benign under treatment 28
111038149270 6 Bachelor 1.11e+09 1.11e+09 0 1982 37 69 0.90 1 1 1 4 1 above 30 1 4 B+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 37
111038177016 4 Diploma 1.11e+09 1.11e+09 0 1988 31 71 0.80 0 0 0 0 0 under 30 0 1 A- 1 1 0 1 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 31
111038137309 3 High School 1.11e+09 1.11e+09 0 1956 63 74 0.90 1 1 1 1 1 above 30 1 4 B+ 0 0 0 0 0 1 1 1 1 under 12 1 under 50 0 Benign under treatment 63
111038167831 6 Bachelor 1.11e+09 1.11e+09 1 1988 31 75 0.70 1 1 1 3 1 above 30 0 2 AB+ 1 1 1 0 1 1 1 0 2 above 12 0 not yet 1 Malignant under treatment 31
111038144604 4 Diploma 1.11e+09 1.11e+09 0 1966 53 73 0.60 0 0 0 0 0 under 30 0 3 AB- 1 1 0 0 0 1 0 0 1 under 12 0 not yet 0 Benign under treatment 53
111038173614 2 Middle School 1.11e+09 1.11e+09 1 1994 25 96 0.70 1 0 1 1 0 under 30 1 0 A+ 1 0 1 0 0 0 1 1 2 above 12 0 not yet 0 Benign under treatment 25
111038150414 4 Diploma 1.11e+09 1.11e+09 1 1981 38 85 0.80 1 1 1 1 0 under 30 0 2 AB+ 0 1 1 1 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 38
111038182286 2 Middle School 1.11e+09 1.11e+09 0 1980 39 75 0.80 0 0 0 0 0 under 30 0 0 A+ 1 1 0 1 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 39
111038156847 1 Elementary 1.11e+09 1.11e+09 1 1973 46 89 0.70 0 0 0 2 0 under 30 0 1 A- 1 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 46
111038156728 4 Diploma 1.11e+09 1.11e+09 1 1982 37 89 0.90 1 1 1 1 0 under 30 0 0 A+ 0 0 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 37
111038168416 6 Bachelor 1.11e+09 1.11e+09 1 1990 29 96 0.50 0 0 0 0 0 under 30 0 5 B- 1 1 1 0 0 1 1 0 1 under 12 0 not yet 0 Benign under treatment 29
111038119113 0 Illiterate 1.11e+09 1.11e+09 0 1964 55 75 0.10 1 1 1 2 0 under 30 1 2 AB+ 1 0 0 1 1 1 1 1 2 above 12 1 under 50 0 Benign under treatment 55
111038129925 1 Elementary 1.11e+09 1.11e+09 0 1956 63 55 0.15 0 0 0 0 0 under 30 0 6 O+ 0 0 1 0 0 0 1 1 1 under 12 1 under 50 0 Benign under treatment 63
111038147582 1 Elementary 1.11e+09 1.11e+09 1 1972 47 65 0.60 1 1 1 1 1 above 30 1 0 A+ 1 1 0 1 0 1 0 1 2 above 12 1 under 50 1 Malignant under treatment 47
111038175769 4 Diploma 1.11e+09 1.11e+09 1 1988 31 96 0.70 1 1 1 3 1 above 30 0 0 A+ 1 1 0 0 1 1 0 0 1 under 12 0 not yet 1 Malignant under treatment 31
111038145993 0 Illiterate 1.11e+09 1.11e+09 0 1991 28 85 0.80 1 1 1 1 1 above 30 1 0 A+ 1 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 28
111038171610 3 High School 1.11e+09 1.11e+09 0 2000 19 74 0.90 1 1 0 0 0 under 30 0 5 B- 0 0 1 1 1 1 1 0 1 under 12 0 not yet 0 Benign under treatment 19
111038181235 5 Associate 1.11e+09 1.11e+09 1 1984 35 85 0.80 1 1 1 1 0 under 30 1 2 AB+ 1 1 1 1 1 1 0 1 2 above 12 0 not yet 0 Benign under treatment 35
111038155485 1 Elementary 1.11e+09 1.11e+09 0 1988 31 75 0.80 1 1 1 1 0 under 30 0 7 O- 1 1 1 1 0 0 1 0 2 above 12 0 not yet 0 Benign under treatment 31
111038140350 4 Diploma 1.11e+09 1.11e+09 1 1964 55 74 0.40 1 1 1 1 0 under 30 0 4 B+ 0 0 1 1 1 1 1 1 1 under 12 2 above 50 1 Malignant under treatment 55
111038141834 1 Elementary 1.11e+09 1.11e+09 1 1971 48 73 0.50 0 0 0 0 0 under 30 0 3 AB- 0 0 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 48
111038130442 2 Middle School 1.11e+09 1.11e+09 0 1979 40 76 0.80 1 0 1 1 0 under 30 0 0 A+ 1 1 0 0 0 1 1 0 1 under 12 0 not yet 0 Benign under treatment 40
111038147154 1 Elementary 1.11e+09 1.11e+09 1 2011 8 20 0.40 0 0 0 0 0 under 30 0 1 A- 1 0 0 1 0 1 0 1 2 above 12 0 not yet 1 Malignant under treatment 8
111038143413 6 Bachelor 1.11e+09 1.11e+09 0 1990 29 86 0.70 1 0 1 1 0 under 30 1 4 B+ 0 1 0 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 29
111038160079 2 Middle School 1.11e+09 1.11e+09 1 1978 41 76 0.80 1 1 1 1 0 under 30 0 2 AB+ 0 1 0 0 0 0 1 0 2 above 12 0 not yet 0 Benign under treatment 41
111038168066 1 Elementary 1.11e+09 1.11e+09 0 1957 62 85 0.40 1 1 1 1 1 above 30 0 1 A- 0 1 1 1 0 1 0 0 1 under 12 2 above 50 1 Malignant under treatment 62
111038135264 4 Diploma 1.11e+09 1.11e+09 1 1984 35 89 0.10 1 0 1 1 0 under 30 0 6 O+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 35
111038147728 0 Illiterate 1.11e+09 1.11e+09 1 1994 25 76 0.50 0 0 0 0 0 under 30 0 3 AB- 1 1 1 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 25
111038156669 3 High School 1.11e+09 1.11e+09 0 1965 54 70 0.30 1 1 1 1 0 under 30 1 0 A+ 0 0 1 0 1 1 1 1 1 under 12 2 above 50 0 Benign under treatment 54
111038166576 6 Bachelor 1.11e+09 1.11e+09 1 1989 30 96 0.80 1 0 1 1 0 under 30 0 0 A+ 1 0 0 1 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 30
111038160780 4 Diploma 1.11e+09 1.11e+09 1 1985 34 96 0.20 0 0 0 0 0 under 30 0 4 B+ 1 0 0 0 0 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 34
111038138783 0 Illiterate 1.11e+09 1.11e+09 1 2017 2 6 0.80 0 0 0 0 0 under 30 0 2 AB+ 0 1 1 1 0 1 1 0 0 not yet 0 not yet 1 Malignant under treatment 2
111038165786 2 Middle School 1.11e+09 1.11e+09 1 1973 46 83 0.60 1 1 1 1 0 under 30 1 2 AB+ 0 0 0 0 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 46
111038173391 6 Bachelor 1.11e+09 1.11e+09 1 1992 27 74 0.30 0 0 0 0 0 under 30 0 6 O+ 1 1 0 0 0 1 0 0 1 under 12 0 not yet 1 Malignant under treatment 27
111038143504 3 High School 1.11e+09 1.11e+09 0 1980 39 85 0.60 1 0 1 1 0 under 30 0 3 AB- 0 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 39
111038156551 0 Illiterate 1.11e+09 1.11e+09 0 1995 24 83 0.60 1 0 1 1 1 above 30 1 0 A+ 0 1 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant under treatment 24
111038150671 4 Diploma 1.11e+09 1.11e+09 1 1998 21 75 0.80 0 0 0 0 0 under 30 0 3 AB- 0 1 0 0 0 1 1 0 1 under 12 0 not yet 0 Benign under treatment 21
111038139890 6 Bachelor 1.11e+09 1.11e+09 0 1973 46 91 0.70 0 0 0 0 0 under 30 0 0 A+ 1 1 1 1 1 0 1 1 1 under 12 0 not yet 1 Malignant under treatment 46
111038153777 5 Associate 1.11e+09 1.11e+09 1 1988 31 83 0.90 1 0 1 1 0 under 30 1 1 A- 0 1 1 1 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 31
111038158418 5 Associate 1.11e+09 1.11e+09 1 1986 33 86 0.70 0 0 0 0 0 under 30 0 5 B- 1 0 0 0 1 1 0 0 1 under 12 0 not yet 1 Malignant under treatment 33
111038153088 3 High School 1.11e+09 1.11e+09 1 1978 41 87 0.80 1 1 1 1 1 above 30 1 2 AB+ 1 0 0 0 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 41
111038163466 1 Elementary 1.11e+09 1.11e+09 0 1994 25 56 0.40 1 0 1 1 0 under 30 0 7 O- 1 1 0 0 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 25
111038160931 4 Diploma 1.11e+09 1.11e+09 1 1980 39 65 0.70 1 0 1 1 0 under 30 1 0 A+ 0 1 1 1 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 39
111038173671 1 Elementary 1.11e+09 1.11e+09 1 1980 39 45 0.90 1 0 1 1 0 under 30 0 6 O+ 1 1 0 1 0 0 1 1 2 above 12 0 not yet 0 Benign under treatment 39
111038125085 0 Illiterate 1.11e+09 1.11e+09 1 1987 32 63 0.80 1 1 1 1 0 under 30 1 0 A+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 32
111038141893 2 Middle School 1.11e+09 1.11e+09 0 1974 45 63 0.60 0 0 0 0 0 under 30 0 4 B+ 0 0 0 0 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 45
111038156125 1 Elementary 1.11e+09 1.11e+09 0 1978 41 74 0.60 1 1 1 1 0 under 30 0 7 O- 1 1 1 1 1 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 41
111038172590 6 Bachelor 1.11e+09 1.11e+09 0 1989 30 94 0.30 0 0 0 0 0 under 30 0 0 A+ 0 0 0 0 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 30
111038132160 1 Elementary 1.11e+09 1.11e+09 1 1985 34 86 0.60 1 0 1 1 0 under 30 1 3 AB- 1 1 1 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 34
111038152648 2 Middle School 1.11e+09 1.11e+09 1 1985 34 96 0.30 1 1 1 1 0 under 30 0 1 A- 0 1 0 0 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 34
111038130311 3 High School 1.11e+09 1.11e+09 0 1988 31 85 0.10 1 0 1 1 0 under 30 1 2 AB+ 0 0 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 31
111038128857 0 Illiterate 1.11e+09 1.11e+09 1 1981 38 75 0.90 1 1 1 1 0 under 30 0 0 A+ 0 1 0 0 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 38
111038153268 3 High School 1.11e+09 1.11e+09 1 1981 38 91 0.30 0 0 0 0 0 under 30 0 2 AB+ 1 1 1 1 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 38
111038147306 1 Elementary 1.11e+09 1.11e+09 1 1979 40 55 0.60 1 0 1 1 0 under 30 1 7 O- 0 1 0 0 1 0 1 1 2 above 12 0 not yet 1 Malignant under treatment 40
111038126045 4 Diploma 1.11e+09 1.11e+09 1 1979 40 62 0.30 1 1 1 1 0 under 30 0 6 O+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 40
111038152322 1 Elementary 1.11e+09 1.11e+09 0 1953 66 73 0.70 1 1 1 1 1 above 30 0 0 A+ 1 0 0 0 0 1 0 1 1 under 12 2 above 50 1 Malignant under treatment 66
111038147245 1 Elementary 1.11e+09 1.11e+09 0 1960 59 85 0.60 0 1 0 0 0 under 30 0 0 A+ 1 1 0 1 1 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 59
111038128451 4 Diploma 1.11e+09 1.11e+09 1 1995 24 93 0.10 1 0 1 1 0 under 30 1 6 O+ 1 1 0 0 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 24
111038117404 1 Elementary 1.11e+09 1.11e+09 1 1965 54 86 0.70 1 1 1 1 0 under 30 0 2 AB+ 0 1 1 1 1 1 1 0 2 above 12 0 not yet 0 Benign under treatment 54
111038143609 4 Diploma 1.11e+09 1.11e+09 1 1975 44 79 0.60 1 1 1 1 0 under 30 1 0 A+ 0 0 0 1 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 44
111038168240 3 High School 1.11e+09 1.11e+09 0 1984 35 89 0.50 1 1 0 0 0 under 30 1 6 O+ 1 0 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 35
111038147025 1 Elementary 1.11e+09 1.11e+09 1 1970 49 79 0.50 0 0 0 0 0 under 30 0 3 AB- 1 0 0 0 0 0 1 1 2 above 12 0 not yet 1 Malignant under treatment 49
111038123522 5 Associate 1.11e+09 1.11e+09 0 1987 32 69 0.30 1 0 1 2 0 under 30 0 0 A+ 1 1 0 0 1 0 0 1 1 under 12 0 not yet 1 Malignant under treatment 32
111038175552 4 Diploma 1.11e+09 1.11e+09 0 1978 41 96 0.80 1 4 1 1 0 under 30 0 2 AB+ 0 1 0 1 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 41
111038143777 1 Elementary 1.11e+09 1.11e+09 1 1973 46 96 0.30 1 1 1 1 0 under 30 1 4 B+ 1 0 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 46
111038158350 6 Bachelor 1.11e+09 1.11e+09 1 1980 39 83 0.70 1 1 1 2 0 under 30 0 2 AB+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 39
111038159473 0 Illiterate 1.11e+09 1.11e+09 0 1979 40 81 0.60 1 0 1 1 0 under 30 1 7 O- 1 0 0 0 1 0 0 1 2 above 12 0 not yet 1 Malignant under treatment 40
111038147669 2 Middle School 1.11e+09 1.11e+09 1 1988 31 96 0.40 1 1 1 1 0 under 30 0 0 A+ 1 1 1 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 31
111038125007 5 Associate 1.11e+09 1.11e+09 0 1983 36 89 0.90 1 1 1 3 0 under 30 1 3 AB- 0 1 0 0 0 0 1 1 1 under 12 0 not yet 1 Malignant under treatment 36
111038182610 4 Diploma 1.11e+09 1.11e+09 1 1988 31 78 0.60 0 0 0 0 0 under 30 0 0 A+ 1 0 1 1 1 1 1 0 2 above 12 0 not yet 1 Malignant under treatment 31
111038164165 1 Elementary 1.11e+09 1.11e+09 1 1968 51 86 0.80 1 1 1 2 0 under 30 1 1 A- 1 1 1 1 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 51
111038156772 2 Middle School 1.11e+09 1.11e+09 0 1972 47 78 0.60 1 1 1 2 0 under 30 1 4 B+ 0 0 0 0 1 0 1 1 2 above 12 0 not yet 0 Benign under treatment 47
111038176848 6 Bachelor 1.11e+09 1.11e+09 1 1994 25 85 0.30 1 0 1 1 0 under 30 1 2 AB+ 1 0 0 1 1 0 0 1 1 under 12 0 not yet 1 Malignant under treatment 25
111038139515 1 Elementary 1.11e+09 1.11e+09 1 1978 41 96 0.10 1 0 1 1 1 above 30 0 0 A+ 0 1 0 0 1 1 0 0 1 under 12 0 not yet 0 Benign under treatment 41
111038148981 1 Elementary 1.11e+09 1.11e+09 1 1986 33 82 0.10 1 9 1 3 0 under 30 0 2 AB+ 0 1 0 0 0 1 1 0 2 above 12 0 not yet 1 Malignant under treatment 33
111038147122 2 Middle School 1.11e+09 1.11e+09 1 1987 32 91 0.10 1 0 1 3 0 under 30 0 2 AB+ 0 0 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 32
111038161708 1 Elementary 1.11e+09 1.11e+09 1 1952 67 65 0.60 1 1 1 2 0 under 30 0 6 O+ 0 1 1 1 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 67
111038122643 3 High School 1.11e+09 1.11e+09 0 1986 33 39 0.50 0 0 0 0 0 under 30 0 6 O+ 1 1 1 1 1 0 1 0 1 under 12 0 not yet 1 Malignant under treatment 33
111038116889 1 Elementary 1.11e+09 1.11e+09 1 1982 37 56 0.70 1 1 1 1 0 under 30 0 3 AB- 1 0 0 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 37
111038119933 1 Elementary 1.11e+09 1.11e+09 1 1970 49 96 0.60 1 0 1 1 1 above 30 1 2 AB+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 49
111038158486 1 Elementary 1.11e+09 1.11e+09 1 1973 46 69 0.40 1 1 1 1 0 under 30 0 0 A+ 0 0 0 0 0 0 0 0 1 under 12 0 not yet 1 Malignant under treatment 46
111038156792 4 Diploma 1.11e+09 1.11e+09 1 1968 51 86 0.80 1 1 1 1 0 under 30 1 6 O+ 1 0 0 0 1 1 1 1 1 under 12 1 under 50 1 Malignant under treatment 51
111038142514 0 Illiterate 1.11e+09 1.11e+09 1 1958 61 75 0.60 1 0 1 1 0 under 30 0 2 AB+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 61
111038176658 1 Elementary 1.11e+09 1.11e+09 1 1983 36 76 0.70 1 0 1 1 0 under 30 0 5 B- 0 0 0 0 1 0 0 0 2 above 12 0 not yet 1 Malignant under treatment 36
111038132143 4 Diploma 1.11e+09 1.11e+09 1 1979 40 52 0.80 1 1 1 1 0 under 30 1 3 AB- 0 1 1 1 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 40
111038172371 5 Associate 1.11e+09 1.11e+09 1 1994 25 65 0.40 1 1 1 1 0 under 30 0 0 A+ 1 0 0 1 0 0 0 1 1 under 12 0 not yet 1 Malignant under treatment 25
111038153216 4 Diploma 1.11e+09 1.11e+09 1 1990 29 96 0.60 1 0 1 1 0 under 30 0 4 B+ 1 1 0 0 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 29
111038147292 5 Associate 1.11e+09 1.11e+09 0 1970 49 78 0.80 1 0 1 1 0 under 30 1 0 A+ 1 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 49
111038175388 4 Diploma 1.11e+09 1.11e+09 1 1997 22 63 0.30 0 1 0 0 0 under 30 0 2 AB+ 1 1 0 0 1 0 0 1 2 above 12 0 not yet 0 Benign under treatment 22
111038148809 1 Elementary 1.11e+09 1.11e+09 0 1951 68 45 0.80 1 1 1 1 0 under 30 0 7 O- 1 1 0 0 0 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 68
111038144875 2 Middle School 1.11e+09 1.11e+09 1 1966 53 63 0.90 1 1 1 1 0 under 30 0 0 A+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 53
111038141812 1 Elementary 1.11e+09 1.11e+09 0 1986 33 85 0.30 1 0 1 1 0 under 30 1 0 A+ 0 0 1 0 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 33
111038160544 4 Diploma 1.11e+09 1.11e+09 0 1999 20 65 0.50 0 0 1 1 0 under 30 0 0 A+ 1 1 1 1 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 20
111038173069 4 Diploma 1.11e+09 1.11e+09 1 1984 35 75 0.30 1 1 1 1 0 under 30 0 1 A- 1 0 1 0 0 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 35
111038155481 3 High School 1.11e+09 1.11e+09 1 1986 33 96 0.60 0 0 0 0 0 under 30 0 6 O+ 0 1 0 1 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 33
111038123191 5 Associate 1.11e+09 1.11e+09 1 1986 33 75 0.40 1 0 1 1 0 under 30 1 2 AB+ 1 0 1 0 1 0 1 1 1 under 12 0 not yet 1 Malignant under treatment 33
111038121007 4 Diploma 1.11e+09 1.11e+09 0 1980 39 86 0.40 1 1 1 1 0 under 30 0 7 O- 0 1 0 0 1 1 0 1 2 above 12 0 not yet 0 Benign under treatment 39
111038122176 6 Bachelor 1.11e+09 1.11e+09 0 1988 31 96 0.20 1 0 1 1 1 above 30 0 6 O+ 0 1 0 1 1 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 31
111038127212 2 Middle School 1.11e+09 1.11e+09 1 1978 41 85 0.50 1 0 1 1 0 under 30 1 0 A+ 0 1 0 1 0 0 1 1 1 under 12 0 not yet 1 Malignant under treatment 41
111038131269 1 Elementary 1.11e+09 1.11e+09 1 1995 24 56 0.90 1 0 1 1 0 under 30 0 0 A+ 0 0 0 0 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 24
111038171250 2 Middle School 1.11e+09 1.11e+09 1 1961 58 75 0.50 1 1 1 1 0 under 30 0 1 A- 0 1 1 0 1 0 1 1 2 above 12 0 not yet 0 Benign under treatment 58
111038155970 4 Diploma 1.11e+09 1.11e+09 1 1981 38 30 0.40 1 1 0 0 0 under 30 1 5 B- 0 0 1 0 0 0 1 1 2 above 12 0 not yet 1 Malignant under treatment 38
111038168177 6 Bachelor 1.11e+09 1.11e+09 0 1990 29 63 0.30 1 0 1 1 0 under 30 0 2 AB+ 0 1 0 1 0 0 0 1 1 under 12 0 not yet 0 Benign under treatment 29
111038144206 2 Middle School 1.11e+09 1.11e+09 0 1989 30 76 0.50 1 1 1 1 0 under 30 1 0 A+ 1 0 0 1 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 30
111038173717 4 Diploma 1.11e+09 1.11e+09 0 1995 24 20 0.50 1 1 1 1 0 under 30 1 1 A- 1 1 0 1 1 0 1 1 2 above 12 0 not yet 1 Malignant under treatment 24
111038171309 4 Diploma 1.11e+09 1.11e+09 0 1986 33 76 0.20 1 0 1 1 0 under 30 0 6 O+ 0 1 0 1 0 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 33
111038142733 1 Elementary 1.11e+09 1.11e+09 1 1966 53 84 0.30 1 1 1 1 0 under 30 0 3 AB- 1 0 0 0 1 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 53
111038142594 3 High School 1.11e+09 1.11e+09 1 1986 33 89 0.90 1 0 1 1 0 under 30 1 0 A+ 0 0 0 1 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 33
111038130385 2 Middle School 1.11e+09 1.11e+09 1 1988 31 56 0.70 1 0 1 1 0 under 30 1 0 A+ 1 1 0 0 1 0 1 1 2 above 12 0 not yet 0 Benign under treatment 31
111038161525 3 High School 1.11e+09 1.11e+09 0 1986 33 65 0.80 0 0 0 0 0 under 30 0 4 B+ 1 0 0 0 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 33
111038181542 4 Diploma 1.11e+09 1.11e+09 1 1986 33 86 0.80 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 33
111038177372 6 Bachelor 1.11e+09 1.11e+09 1 1980 39 76 0.60 1 1 1 2 0 under 30 1 0 A+ 1 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 39
111038151027 4 Diploma 1.11e+09 1.11e+09 1 1986 33 75 0.90 1 0 0 0 0 under 30 0 1 A- 0 0 1 0 1 1 1 0 2 above 12 0 not yet 1 Malignant under treatment 33
111038146969 6 Bachelor 1.11e+09 1.11e+09 1 1991 28 76 0.70 0 0 0 0 0 under 30 0 3 AB- 1 1 1 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 28
111038166607 1 Elementary 1.11e+09 1.11e+09 0 1975 44 56 0.20 1 1 1 3 0 under 30 1 0 A+ 1 1 0 0 1 0 1 1 2 above 12 0 not yet 1 Malignant under treatment 44
111038164361 6 Bachelor 1.11e+09 1.11e+09 1 1995 24 65 0.30 1 0 1 1 0 under 30 0 1 A- 1 1 0 0 0 0 0 0 1 under 12 0 not yet 0 Benign under treatment 24
111038124808 2 Middle School 1.11e+09 1.11e+09 1 1988 31 45 0.80 1 0 1 3 0 under 30 1 1 A- 1 0 1 1 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 31
111038173539 2 Middle School 1.11e+09 1.11e+09 0 1966 53 15 0.10 0 0 0 0 0 under 30 1 1 A- 1 1 1 1 1 0 1 1 2 above 12 0 not yet 0 Benign under treatment 53
111038166192 4 Diploma 1.11e+09 1.11e+09 1 1990 29 75 0.40 1 0 1 1 0 under 30 0 1 A- 1 0 0 1 0 1 0 0 1 under 12 0 not yet 1 Malignant under treatment 29
111038139630 2 Middle School 1.11e+09 1.11e+09 0 1973 46 76 0.20 0 0 0 0 0 under 30 0 0 A+ 0 0 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 46
111038153093 1 Elementary 1.11e+09 1.11e+09 1 1972 47 39 0.80 0 0 0 0 0 under 30 0 2 AB+ 1 1 0 0 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 47
111038129880 1 Elementary 1.11e+09 1.11e+09 0 1964 55 91 0.40 1 1 1 2 1 above 30 0 0 A+ 1 1 0 0 0 1 1 0 2 above 12 1 under 50 0 Benign under treatment 55
111038172620 1 Elementary 1.11e+09 1.11e+09 0 1980 39 83 0.60 0 0 0 0 0 under 30 1 6 O+ 0 1 0 1 0 0 1 1 1 under 12 0 not yet 1 Malignant under treatment 39
111038130196 3 High School 1.11e+09 1.11e+09 0 1999 20 86 0.10 1 0 1 1 0 under 30 0 3 AB- 0 1 1 1 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 20
111038151162 4 Diploma 1.11e+09 1.11e+09 1 1986 33 85 0.80 1 0 1 1 0 under 30 1 0 A+ 1 1 0 0 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 33
111038143751 4 Diploma 1.11e+09 1.11e+09 1 1988 31 74 0.40 1 0 1 1 0 under 30 0 1 A- 0 1 0 1 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 31
111038139902 4 Diploma 1.11e+09 1.11e+09 0 1988 31 85 0.70 1 6 1 1 0 under 30 0 6 O+ 1 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 31
111038116714 1 Elementary 1.11e+09 1.11e+09 0 1969 50 76 0.50 1 1 1 2 0 under 30 1 1 A- 1 1 0 0 0 0 1 1 2 above 12 0 not yet 0 Benign under treatment 50
111038117327 4 Diploma 1.11e+09 1.11e+09 0 1981 38 91 0.90 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 1 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 38
111038140584 4 Diploma 1.11e+09 1.11e+09 1 1987 32 73 0.10 1 1 1 1 0 under 30 0 0 A+ 1 1 1 1 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 32
111038163041 4 Diploma 1.11e+09 1.11e+09 1 1986 33 75 0.90 0 0 0 0 0 under 30 0 1 A- 1 1 1 0 0 0 0 1 2 above 12 0 not yet 1 Malignant under treatment 33
111038165044 0 Illiterate 1.11e+09 1.11e+09 0 1977 42 65 0.40 1 1 1 1 0 under 30 0 4 B+ 1 1 1 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 42
111038161278 4 Diploma 1.11e+09 1.11e+09 0 1983 36 85 0.10 1 1 1 1 0 under 30 0 2 AB+ 0 1 0 0 1 1 1 0 1 under 12 0 not yet 0 Benign under treatment 36
111038147424 4 Diploma 1.11e+09 1.11e+09 0 1983 36 65 0.90 1 0 0 0 0 under 30 1 7 O- 0 0 1 1 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 36
111038125214 1 Elementary 1.11e+09 1.11e+09 1 1962 57 91 0.90 1 1 1 1 0 under 30 0 1 A- 1 1 1 1 1 1 1 0 1 under 12 1 under 50 1 Malignant under treatment 57
111038139065 1 Elementary 1.11e+09 1.11e+09 0 2001 18 45 0.60 0 0 0 0 0 under 30 0 7 O- 0 1 1 1 0 0 0 1 1 under 12 0 not yet 1 Malignant under treatment 18
111038152268 2 Middle School 1.11e+09 1.11e+09 1 1985 34 20 0.40 0 0 0 0 0 under 30 0 6 O+ 1 1 0 1 0 0 1 1 2 above 12 0 not yet 0 Benign under treatment 34
111038118398 4 Diploma 1.11e+09 1.11e+09 0 1979 40 86 0.30 1 1 1 1 0 under 30 0 1 A- 1 0 0 1 0 1 0 0 2 above 12 0 not yet 0 Benign under treatment 40
111038117174 0 Illiterate 1.11e+09 1.11e+09 0 1986 33 76 0.80 1 1 1 1 0 under 30 1 3 AB- 1 0 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 33
111038168212 2 Middle School 1.11e+09 1.11e+09 0 1981 38 84 0.30 1 0 1 1 0 under 30 1 0 A+ 1 0 1 0 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 38
111038168430 4 Diploma 1.11e+09 1.11e+09 1 1982 37 89 0.70 1 0 1 1 0 under 30 0 1 A- 0 1 0 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 37
111038156430 4 Diploma 1.11e+09 1.11e+09 1 1995 24 96 0.70 1 0 1 1 0 under 30 1 4 B+ 1 1 1 0 0 1 1 1 1 under 12 NA NA 0 Benign under treatment 24
111038126930 4 Diploma 1.11e+09 1.11e+09 1 1979 40 86 0.60 1 1 1 1 0 under 30 0 1 A- 0 0 0 0 1 0 1 0 1 under 12 0 not yet 1 Malignant under treatment 40
111038171181 3 High School 1.11e+09 1.11e+09 1 1954 65 73 0.90 1 1 1 2 1 above 30 0 4 B+ 1 1 1 1 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 65
111038126433 1 Elementary 1.11e+09 1.11e+09 1 1986 33 65 0.80 1 0 1 1 0 under 30 1 1 A- 1 0 1 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 33
111038153846 4 Diploma 1.11e+09 1.11e+09 0 1980 39 83 0.80 1 1 1 1 0 under 30 0 6 O+ 1 0 0 1 0 1 1 0 1 under 12 0 not yet 0 Benign under treatment 39
111038140143 2 Middle School 1.11e+09 1.11e+09 0 1998 21 98 0.90 1 0 1 1 0 under 30 1 1 A- 1 0 1 0 0 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 21
111038156729 1 Elementary 1.11e+09 1.11e+09 1 1965 54 89 0.30 1 1 1 1 0 under 30 0 1 A- 1 1 1 0 1 0 0 1 1 under 12 2 above 50 0 Benign under treatment 54
111038138413 0 Illiterate 1.11e+09 1.11e+09 1 1987 32 65 1.30 1 0 1 1 0 under 30 1 0 A+ 1 1 1 1 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 32
111038164639 4 Diploma 1.11e+09 1.11e+09 1 1997 22 75 0.20 1 0 1 2 0 under 30 0 2 AB+ 0 1 0 0 0 0 1 0 2 above 12 0 not yet 1 Malignant under treatment 22
111038143569 4 Diploma 1.11e+09 1.11e+09 0 1995 24 65 1.20 1 0 1 1 0 under 30 1 4 B+ 1 0 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 24
111038165205 4 Diploma 1.11e+09 1.11e+09 1 1986 33 96 0.80 0 0 0 0 0 under 30 0 2 AB+ 1 1 0 1 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 33
111038126138 1 Elementary 1.11e+09 1.11e+09 0 1994 25 83 0.80 1 0 1 1 0 under 30 1 4 B+ 1 0 0 1 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 25
111038174598 4 Diploma 1.11e+09 1.11e+09 1 1984 35 79 0.20 1 0 1 1 0 under 30 0 0 A+ 0 1 0 0 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 35
111038128596 0 Illiterate 1.11e+09 1.11e+09 1 1945 74 69 0.80 1 1 1 2 0 under 30 1 1 A- 1 1 1 1 0 0 1 1 1 under 12 1 under 50 0 Benign under treatment 74
111038127506 5 Associate 1.11e+09 1.11e+09 0 1988 31 78 0.90 1 0 1 2 0 under 30 0 0 A+ 0 0 0 0 1 1 1 0 2 above 12 0 not yet 0 Benign under treatment 31
111038120171 6 Bachelor 1.11e+09 1.11e+09 1 1976 43 91 0.50 0 0 0 0 0 under 30 0 1 A- 1 1 0 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 43
111038171301 1 Elementary 1.11e+09 1.11e+09 0 1978 41 83 0.80 0 0 0 0 0 under 30 0 4 B+ 1 1 0 0 0 0 1 0 1 under 12 0 not yet 0 Benign under treatment 41
111038179353 0 Illiterate 1.11e+09 1.11e+09 0 1997 22 15 0.70 0 0 0 0 0 under 30 0 0 A+ 1 0 0 0 0 0 0 0 1 under 12 0 not yet 0 Benign under treatment 22
111038137051 1 Elementary 1.11e+09 1.11e+09 1 1978 41 87 0.50 1 1 1 2 0 under 30 1 1 A- 0 1 1 1 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 41
111038147595 1 Elementary 1.11e+09 1.11e+09 1 1984 35 56 0.50 0 0 0 0 0 under 30 0 7 O- 1 1 1 1 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 35
111038157208 4 Diploma 1.11e+09 1.11e+09 1 1987 32 65 0.47 1 2 1 1 0 under 30 1 1 A- 1 0 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 32
111038128167 4 Diploma 1.11e+09 1.11e+09 0 1978 41 96 0.30 1 1 1 1 0 under 30 0 7 O- 1 1 0 1 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 41
111038153260 2 Middle School 1.11e+09 1.11e+09 1 1982 37 89 0.10 1 0 0 0 0 under 30 0 6 O+ 1 1 0 0 0 0 0 1 1 under 12 0 not yet 0 Benign under treatment 37
111038157192 2 Middle School 1.11e+09 1.11e+09 0 1976 43 78 0.60 1 1 1 2 0 under 30 1 3 AB- 0 1 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 43
111038161242 2 Middle School 1.11e+09 1.11e+09 0 1976 43 86 0.80 1 1 1 1 0 under 30 0 0 A+ 0 0 0 0 0 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 43
111038151813 2 Middle School 1.11e+09 1.11e+09 1 1981 38 78 0.50 1 1 1 3 0 under 30 1 1 A- 1 1 1 0 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 38
111038119077 1 Elementary 1.11e+09 1.11e+09 1 1971 48 85 0.30 1 1 1 1 1 above 30 1 4 B+ 0 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 48
111038116517 4 Diploma 1.11e+09 1.11e+09 1 1971 48 96 0.10 1 1 1 2 1 above 30 0 1 A- 1 1 1 0 1 1 1 0 1 under 12 0 not yet 0 Benign under treatment 48
111038153829 4 Diploma 1.11e+09 1.11e+09 1 1987 32 75 0.10 1 1 1 1 0 under 30 0 5 B- 1 0 1 0 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 32
111038134803 4 Diploma 1.11e+09 1.11e+09 0 1991 28 96 0.60 1 1 1 1 0 under 30 0 1 A- 0 1 0 0 1 0 0 1 1 under 12 0 not yet 0 Benign under treatment 28
111038163178 4 Diploma 1.11e+09 1.11e+09 1 1976 43 85 0.50 1 1 1 3 0 under 30 0 3 AB- 1 1 0 1 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 43
111038159729 4 Diploma 1.11e+09 1.11e+09 0 1992 27 74 0.70 0 0 0 0 0 under 30 0 0 A+ 1 1 0 1 1 1 0 0 1 under 12 0 not yet 1 Malignant under treatment 27
111038138303 7 Master 1.11e+09 1.11e+09 0 1979 40 82 0.90 1 1 1 1 0 under 30 0 1 A- 1 1 0 0 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 40
111038160639 6 Bachelor 1.11e+09 1.11e+09 0 1975 44 91 0.40 1 10 1 2 0 under 30 1 4 B+ 0 1 0 1 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 44
111038164553 1 Elementary 1.11e+09 1.11e+09 1 1965 54 76 0.60 1 0 0 0 0 under 30 0 3 AB- 1 0 1 0 1 0 0 1 2 above 12 1 under 50 0 Benign under treatment 54
111038178180 3 High School 1.11e+09 1.11e+09 1 1982 37 39 0.90 1 0 0 0 0 under 30 0 7 O- 1 1 0 0 0 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 37
111038142639 2 Middle School 1.11e+09 1.11e+09 0 1970 49 91 0.90 1 0 1 1 0 under 30 1 1 A- 0 1 0 1 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 49
111038158824 0 Illiterate 1.11e+09 1.11e+09 1 1995 24 98 0.60 1 0 1 2 0 under 30 1 6 O+ 1 0 1 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 24
111038180297 2 Middle School 1.11e+09 1.11e+09 0 2002 17 71 0.50 0 0 0 0 0 under 30 0 3 AB- 1 1 1 1 0 1 0 0 1 under 12 0 not yet 0 Benign under treatment 17
111038161253 4 Diploma 1.11e+09 1.11e+09 1 1990 29 96 0.50 1 0 1 0 0 under 30 0 1 A- 0 1 0 0 0 1 1 1 1 under 12 0 not yet 0 Benign under treatment 29
111038156956 1 Elementary 1.11e+09 1.11e+09 1 1975 44 25 0.80 1 1 1 3 0 under 30 1 1 A- 1 1 0 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 44
111038162914 1 Elementary 1.11e+09 1.11e+09 1 1939 80 22 0.80 0 1 1 1 0 under 30 0 4 B+ 1 1 1 1 0 0 1 1 2 above 12 0 not yet 0 Benign under treatment 80
111038168208 4 Diploma 1.11e+09 1.11e+09 1 1965 54 86 0.50 1 1 1 3 1 above 30 0 2 AB+ 1 0 0 1 0 0 1 0 1 under 12 2 above 50 0 Benign under treatment 54
111038159726 6 Bachelor 1.11e+09 1.11e+09 1 1990 29 73 0.30 0 0 0 0 0 under 30 0 0 A+ 0 0 1 0 1 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 29
111038147128 4 Diploma 1.11e+09 1.11e+09 0 1983 36 65 0.10 1 0 1 1 0 under 30 0 1 A- 1 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 36
111038165007 6 Bachelor 1.11e+09 1.11e+09 0 1982 37 86 0.10 1 0 1 3 1 above 30 0 3 AB- 0 1 0 0 1 0 1 0 2 above 12 0 not yet 0 Benign under treatment 37
111038169050 4 Diploma 1.11e+09 1.11e+09 1 1977 42 98 0.60 1 1 1 1 1 above 30 0 1 A- 0 1 0 0 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 42
111038119734 0 Illiterate 1.11e+09 1.11e+09 1 1951 68 71 0.50 1 1 1 1 1 above 30 0 0 A+ 0 0 1 0 1 1 1 1 1 under 12 1 under 50 0 Benign under treatment 68
111038133155 6 Bachelor 1.11e+09 1.11e+09 1 1979 40 65 0.70 1 1 1 1 0 under 30 0 4 B+ 1 1 0 0 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 40
111038134994 4 Diploma 1.11e+09 1.11e+09 1 1988 31 75 0.60 1 0 1 1 0 under 30 1 2 AB+ 1 1 0 1 0 1 0 1 1 under 12 0 not yet 0 Benign under treatment 31
111038165740 4 Diploma 1.11e+09 1.11e+09 0 1986 33 65 0.20 1 0 1 1 0 under 30 0 7 O- 0 1 1 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 33
111038181610 2 Middle School 1.11e+09 1.11e+09 1 1990 29 65 0.40 1 0 1 1 0 under 30 0 2 AB+ 0 0 0 1 0 1 1 1 1 under 12 0 not yet 1 Malignant under treatment 29
111038171017 3 High School 1.11e+09 1.11e+09 1 1954 65 89 0.90 0 1 0 2 0 under 30 1 1 A- 1 0 1 1 0 1 1 1 1 under 12 2 above 50 1 Malignant under treatment 65
111038137897 1 Elementary 1.11e+09 1.11e+09 1 2001 18 78 0.50 0 0 0 0 0 under 30 1 1 A- 1 0 0 1 0 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 18
111038132436 2 Middle School 1.11e+09 1.11e+09 1 1995 24 63 0.90 1 0 1 1 0 under 30 0 1 A- 0 1 0 1 1 1 1 0 1 under 12 0 not yet 1 Malignant under treatment 24
111038142920 4 Diploma 1.11e+09 1.11e+09 0 1984 35 96 0.40 1 2 1 1 0 under 30 0 6 O+ 1 1 0 0 0 1 0 1 2 above 12 0 not yet 1 Malignant under treatment 35
111038168032 4 Diploma 1.11e+09 1.11e+09 1 1998 21 83 0.10 1 0 1 3 0 under 30 1 2 AB+ 1 1 1 0 0 0 1 1 2 above 12 0 not yet 0 Benign under treatment 21
111038143945 4 Diploma 1.11e+09 1.11e+09 0 1976 43 74 0.01 1 1 1 2 0 under 30 0 7 O- 0 0 0 0 1 0 1 0 1 under 12 0 not yet 0 Benign under treatment 43
111038142370 1 Elementary 1.11e+09 1.11e+09 1 1958 61 94 0.90 1 1 1 1 0 under 30 0 6 O+ 1 0 0 0 0 0 1 1 1 under 12 2 above 50 1 Malignant under treatment 61
111038173492 0 Illiterate 1.11e+09 1.11e+09 1 2011 8 23 0.80 1 1 1 1 0 under 30 0 3 AB- 1 1 0 0 0 1 1 0 0 not yet 0 not yet 1 Malignant under treatment 8
111038157149 1 Elementary 1.11e+09 1.11e+09 1 1992 27 96 0.60 1 10 1 1 0 under 30 0 0 A+ 0 0 1 0 1 1 0 0 1 under 12 0 not yet 0 Benign under treatment 27
111038132200 4 Diploma 1.11e+09 1.11e+09 0 1998 21 75 0.50 0 0 1 0 0 under 30 0 1 A- 1 0 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 21
111038160832 4 Diploma 1.11e+09 1.11e+09 1 1980 39 75 0.80 1 0 1 3 0 under 30 0 4 B+ 1 1 0 0 0 0 1 0 2 above 12 0 not yet 1 Malignant under treatment 39
111038173201 1 Elementary 1.11e+09 1.11e+09 1 1976 43 91 0.70 1 0 1 1 1 above 30 0 2 AB+ 1 1 0 1 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 43
111038138592 2 Middle School 1.11e+09 1.11e+09 0 1988 31 55 0.60 1 1 1 1 0 under 30 1 0 A+ 1 1 1 1 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 31
111038149454 6 Bachelor 1.11e+09 1.11e+09 1 1986 33 65 0.60 1 1 1 1 0 under 30 0 0 A+ 1 1 0 0 0 0 1 1 1 under 12 0 not yet 1 Malignant under treatment 33
111038160478 2 Middle School 1.11e+09 1.11e+09 1 1971 48 73 0.50 1 0 1 1 0 under 30 1 0 A+ 1 0 1 1 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 48
111038147946 2 Middle School 1.11e+09 1.11e+09 0 1995 24 85 0.70 1 0 1 1 0 under 30 0 3 AB- 0 1 1 0 0 1 1 0 1 under 12 0 not yet 0 Benign under treatment 24
111038145856 4 Diploma 1.11e+09 1.11e+09 1 1997 22 93 0.10 0 0 0 0 0 under 30 0 0 A+ 1 1 0 0 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 22
111038141805 4 Diploma 1.11e+09 1.11e+09 1 1981 38 85 0.20 0 0 0 0 0 under 30 0 1 A- 1 1 0 1 0 0 1 1 1 under 12 0 not yet 0 Benign under treatment 38
111038157267 0 Illiterate 1.11e+09 1.11e+09 1 1992 27 65 0.30 0 0 0 0 0 under 30 0 6 O+ 1 1 0 0 0 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 27
111038163005 5 Associate 1.11e+09 1.11e+09 0 1987 32 91 0.60 1 0 1 1 0 under 30 1 0 A+ 0 1 0 0 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 32
111038166566 4 Diploma 1.11e+09 1.11e+09 1 1989 30 73 0.50 0 0 0 0 0 under 30 0 2 AB+ 1 1 1 0 0 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 30
111038134715 5 Associate 1.11e+09 1.11e+09 1 1995 24 76 0.60 1 0 1 1 0 under 30 0 1 A- 1 1 0 0 0 1 1 1 2 above 12 0 not yet 0 Benign under treatment 24
111038117028 2 Middle School 1.11e+09 1.11e+09 1 1978 41 56 0.50 1 1 1 1 1 above 30 1 4 B+ 0 1 1 0 0 0 0 1 1 under 12 0 not yet 0 Benign under treatment 41
111038136061 0 Illiterate 1.11e+09 1.11e+09 0 1957 62 65 0.80 0 0 0 0 0 under 30 0 2 AB+ 1 0 1 1 0 1 1 1 1 under 12 1 under 50 1 Malignant under treatment 62
111038151727 4 Diploma 1.11e+09 1.11e+09 1 1971 48 45 0.70 1 1 1 2 0 under 30 0 1 A- 1 1 0 0 0 0 0 1 1 under 12 0 not yet 0 Benign under treatment 48
111038164674 3 High School 1.11e+09 1.11e+09 1 1973 46 15 0.90 1 1 1 1 1 above 30 1 6 O+ 0 0 0 0 1 1 1 1 1 under 12 0 not yet 0 Benign under treatment 46
111038148038 4 Diploma 1.11e+09 1.11e+09 1 1991 28 78 0.80 1 0 1 2 0 under 30 1 0 A+ 1 1 1 1 1 0 1 1 2 above 12 0 not yet 1 Malignant under treatment 28
111038128149 0 Illiterate 1.11e+09 1.11e+09 1 1951 68 63 0.40 0 1 0 0 1 above 30 0 7 O- 1 1 0 0 0 1 0 0 1 under 12 1 under 50 0 Benign under treatment 68
111038118128 3 High School 1.11e+09 1.11e+09 0 1982 37 85 0.80 1 0 1 1 1 above 30 0 1 A- 1 0 0 0 0 1 1 1 2 above 12 0 not yet 1 Malignant under treatment 37
111038181666 2 Middle School 1.11e+09 1.11e+09 1 1990 29 86 0.70 1 0 1 1 1 above 30 0 4 B+ 0 1 1 0 1 1 0 0 1 under 12 0 not yet 0 Benign under treatment 29
111038179445 5 Associate 1.11e+09 1.11e+09 1 1987 32 74 0.90 1 0 1 1 1 above 30 0 0 A+ 1 0 1 0 0 0 1 0 2 above 12 0 not yet 0 Benign under treatment 32
111038123514 0 Illiterate 1.11e+09 1.11e+09 1 1977 42 94 0.90 1 1 1 2 0 under 30 1 1 A- 0 1 0 0 1 1 0 1 1 under 12 0 not yet 0 Benign under treatment 42
111038159194 5 Associate 1.11e+09 1.11e+09 0 1949 70 86 0.96 0 1 0 0 0 under 30 0 4 B+ 1 1 1 1 0 0 1 1 1 under 12 1 under 50 1 Malignant under treatment 70
111038145585 2 Middle School 1.11e+09 1.11e+09 1 1988 31 96 0.90 1 0 1 1 0 under 30 1 2 AB+ 0 1 0 0 1 1 1 1 2 above 12 0 not yet 0 Benign under treatment 31
111038159097 3 High School 1.11e+09 1.11e+09 1 1966 53 79 0.80 1 1 1 3 1 above 30 0 0 A+ 1 1 1 1 0 0 1 1 1 under 12 2 above 50 1 Malignant under treatment 53
111038127132 6 Bachelor 1.11e+09 1.11e+09 1 1989 30 87 0.90 1 0 1 1 1 above 30 0 4 B+ 1 1 0 0 0 0 0 1 2 above 12 0 not yet 0 Benign under treatment 30
111038180108 6 Bachelor 1.11e+09 1.11e+09 0 1980 39 70 0.25 0 0 0 0 0 under 30 0 7 O- 1 1 1 1 1 1 0 1 1 under 12 0 not yet 1 Malignant under treatment 39
111038176504 2 Middle School 1.11e+09 1.11e+09 1 1998 21 65 0.80 1 0 1 3 0 under 30 0 0 A+ 1 1 0 0 0 1 0 1 2 above 12 0 not yet 0 Benign under treatment 21
111038163044 0 Illiterate 1.11e+09 1.11e+09 1 1948 71 45 0.85 1 1 1 3 0 under 30 0 3 AB- 0 1 0 0 1 0 1 1 1 under 12 1 under 50 1 Malignant under treatment 71
111038129264 1 Elementary 1.11e+09 1.11e+09 0 1971 48 15 0.30 0 0 0 0 0 under 30 0 0 A+ 1 1 1 0 1 0 1 1 1 under 12 0 not yet 0 Benign under treatment 48
111038171283 1 Elementary 1.11e+09 1.11e+09 1 1958 61 75 0.90 1 1 1 1 1 above 30 1 1 A- 0 1 1 1 1 0 1 1 2 above 12 2 above 50 1 Malignant under treatment 61
111038137241 4 Diploma 1.11e+09 1.11e+09 0 1985 34 96 0.60 1 0 1 1 0 under 30 0 0 A+ 0 0 1 0 1 0 0 0 2 above 12 0 not yet 1 Malignant under treatment 34

Cleaning the data

The data showed the following problems:

  • Some columns had 3 values (0, 1, 2), but in the dataset description it appears that they should have only two values (0, 1) so we have considered that 1 and 2 are equal to 1
  • Some columns had a carriage return we should delete (/r/n)
  • There was a birth date with 3 characters instead of 4.
  • There was a blood type 44, it doesn’t make any sense.

For statistical analysis, we have chosen only women.

Cleaning the data

Before After
0, 1, 2 values bolean variables
names with /r/n Clean names
Birth date with 3 characters Birth date with 4 characters
Blood type44 Correct blood types only

For statistical analysis, we have chosen only women.

Augmenting the data

  • We have added more informative columns
  • We have changed the type of the columns

Results

Plots of the data

Plots

Analysis count on condition

Heatmap

Discussion

Discussion

Conclusion

We have reached the following conclusions

THANK YOU
FOR YOUR ATTENTION